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- {"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[{"file_id":"https://huggingface.co/datasets/codeShare/lora-training-data/blob/main/parquet_explorer.ipynb","timestamp":1754301207238},{"file_id":"https://huggingface.co/datasets/codeShare/lora-training-data/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1754223895158},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1747490904984},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1740037333374},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1736477078136},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1725365086834}]},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"id":"HFy5aDxM3G7O"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Step 1: Mount Google Drive\n","#from google.colab import drive\n","#drive.mount('/content/drive')\n","\n","# Step 2: Import required libraries\n","import pandas as pd\n","\n","# Step 3: Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/redcaps_1.parquet' #@param {type:'string'}\n","\n","# Step 4: Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Step 5: Basic exploration of the Parquet file\n","print(\"First 5 rows of the dataset:\")\n","print(df.head())\n","\n","print(\"\\nDataset Info:\")\n","print(df.info())\n","\n","print(\"\\nBasic Statistics:\")\n","print(df.describe())\n","\n","print(\"\\nColumn Names:\")\n","print(df.columns.tolist())\n","\n","print(\"\\nMissing Values:\")\n","print(df.isnull().sum())\n","\n","# Optional: Display number of rows and columns\n","print(f\"\\nShape of the dataset: {df.shape}\")"],"metadata":{"id":"So-PKtbo5AVA","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1754300235232,"user_tz":-120,"elapsed":15992,"user":{"displayName":"","userId":""}},"outputId":"99dd1eb9-8c1f-4892-8ae1-db7b8439e4b6"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["First 5 rows of the dataset:\n"," uid \\\n","0 052e2c7503cb4a29adeaaf466bb13aaa032f2ba3595a11... \n","1 a7754f30f5d2a9eb83815b47190aae863affdcda1cb849... \n","2 343ddd9cf33ed49dda62b1171c69b733f77578a2fbff38... \n","3 1189f217664d4f82495bd25a6e0a734b538281376524d6... \n","4 a8ab52803f9d8e1fbea55c77370f12f7ae84de31ced9bd... \n","\n"," url key status \\\n","0 https://i.redd.it/vx27ik897yyx.jpg 007740042 success \n","1 https://i.redd.it/q9evvjgqdazx.jpg 007740047 success \n","2 https://i.redd.it/fgxweplt8wxx.jpg 007740028 success \n","3 https://i.redd.it/23v2mbs6x6xx.jpg 007740016 success \n","4 https://i.redd.it/xzsvyn5sdawx.jpg 007740002 success \n","\n"," original_caption \\\n","0 best hiking spot on ice mountains, you really ... \n","1 deep boundary waters. spent 12 days here and s... \n","2 sunset paddle - bar harbor, me \n","3 meanwhile in south korea, hundreds of thousand... \n","4 sweet pepper display in a grocery store \n","\n"," vlm_model \\\n","0 gemini-1.0-pro-vision-latest \n","1 gemini-1.0-pro-vision-latest \n","2 gemini-1.0-pro-vision-latest \n","3 gemini-1.0-pro-vision-latest \n","4 gemini-1.0-pro-vision-latest \n","\n"," vlm_caption toxicity \\\n","0 This image displays: a group of nine mountain... 0.000460 \n","1 This image displays: a wide shot of a lake. T... 0.002076 \n","2 This image displays four people kayaking in t... 0.000510 \n","3 This image displays: A large crowd of people ... 0.000444 \n","4 This image displays:\\n\\nThe image displays a ... 0.000529 \n","\n"," severe_toxicity obscene ... width height original_width \\\n","0 0.000001 0.000027 ... 1365 1024 1080 \n","1 0.000007 0.000070 ... 1024 1365 2448 \n","2 0.000002 0.000029 ... 1536 1024 6000 \n","3 0.000001 0.000030 ... 1535 1024 940 \n","4 0.000001 0.000033 ... 1365 1024 3264 \n","\n"," original_height exif sha256 \\\n","0 810 {} 052e2c7503cb4a29adeaaf466bb13aaa032f2ba3595a11... \n","1 3264 {} a7754f30f5d2a9eb83815b47190aae863affdcda1cb849... \n","2 4000 {} 343ddd9cf33ed49dda62b1171c69b733f77578a2fbff38... \n","3 627 {} 1189f217664d4f82495bd25a6e0a734b538281376524d6... \n","4 2448 {} a8ab52803f9d8e1fbea55c77370f12f7ae84de31ced9bd... \n","\n"," image_id author subreddit score \n","0 5e3con renoviolaoutdoors66 242 2.0 \n","1 5ef2uw None 242 172.0 \n","2 5d6sm4 kayakguy429 242 5.0 \n","3 5cke9b PresidentBananas 242 5.0 \n","4 5bpv0z microfortnight 242 14.0 \n","\n","[5 rows x 28 columns]\n","\n","Dataset Info:\n","<class 'pandas.core.frame.DataFrame'>\n","RangeIndex: 645430 entries, 0 to 645429\n","Data columns (total 28 columns):\n"," # Column Non-Null Count Dtype \n","--- ------ -------------- ----- \n"," 0 uid 645430 non-null object \n"," 1 url 645430 non-null object \n"," 2 key 645430 non-null object \n"," 3 status 645430 non-null object \n"," 4 original_caption 645430 non-null object \n"," 5 vlm_model 645430 non-null object \n"," 6 vlm_caption 645430 non-null object \n"," 7 toxicity 645430 non-null float64\n"," 8 severe_toxicity 645430 non-null float64\n"," 9 obscene 645430 non-null float64\n"," 10 identity_attack 645430 non-null float64\n"," 11 insult 645430 non-null float64\n"," 12 threat 645430 non-null float64\n"," 13 sexual_explicit 645430 non-null float64\n"," 14 watermark_class_id 607777 non-null float64\n"," 15 watermark_class_score 607777 non-null float64\n"," 16 aesthetic_score 607777 non-null float64\n"," 17 error_message 0 non-null object \n"," 18 width 645430 non-null int64 \n"," 19 height 645430 non-null int64 \n"," 20 original_width 645430 non-null int64 \n"," 21 original_height 645430 non-null int64 \n"," 22 exif 645430 non-null object \n"," 23 sha256 645430 non-null object \n"," 24 image_id 645430 non-null object \n"," 25 author 645430 non-null object \n"," 26 subreddit 645430 non-null int64 \n"," 27 score 615166 non-null float64\n","dtypes: float64(11), int64(5), object(12)\n","memory usage: 137.9+ MB\n","None\n","\n","Basic Statistics:\n"," toxicity severe_toxicity obscene identity_attack \\\n","count 645430.000000 645430.000000 645430.000000 645430.000000 \n","mean 0.006523 0.000018 0.000768 0.002053 \n","std 0.026730 0.000782 0.020020 0.003648 \n","min 0.000298 0.000001 0.000019 0.000050 \n","25% 0.001374 0.000003 0.000064 0.000230 \n","50% 0.003584 0.000008 0.000111 0.001118 \n","75% 0.007144 0.000016 0.000185 0.002884 \n","max 0.997587 0.398098 0.990988 0.692917 \n","\n"," insult threat sexual_explicit watermark_class_id \\\n","count 645430.000000 645430.000000 645430.000000 607777.000000 \n","mean 0.001552 0.000115 0.000168 0.972533 \n","std 0.015324 0.002043 0.003946 0.286189 \n","min 0.000064 0.000013 0.000010 0.000000 \n","25% 0.000332 0.000046 0.000039 1.000000 \n","50% 0.000681 0.000076 0.000079 1.000000 \n","75% 0.001225 0.000127 0.000124 1.000000 \n","max 0.968009 0.642815 0.808439 2.000000 \n","\n"," watermark_class_score aesthetic_score width height \\\n","count 607777.000000 607777.000000 645430.000000 645430.000000 \n","mean 0.812574 5.406013 1230.362877 1236.823316 \n","std 0.122016 0.565440 325.780459 274.743805 \n","min 0.334234 3.193359 1024.000000 1024.000000 \n","25% 0.772915 5.007812 1024.000000 1024.000000 \n","50% 0.857990 5.386719 1024.000000 1043.000000 \n","75% 0.896648 5.792969 1365.000000 1365.000000 \n","max 1.000000 8.007812 17868.000000 18317.000000 \n","\n"," original_width original_height subreddit score \n","count 645430.000000 645430.000000 645430.000000 615166.000000 \n","mean 2630.710139 2670.793347 162.265112 240.656447 \n","std 1321.291219 1271.355247 101.328667 2278.028138 \n","min 58.000000 26.000000 0.000000 0.000000 \n","25% 1536.000000 1536.000000 50.000000 9.000000 \n","50% 3024.000000 3021.000000 228.000000 23.000000 \n","75% 3264.000000 4032.000000 242.000000 67.000000 \n","max 28430.000000 24529.000000 286.000000 223564.000000 \n","\n","Column Names:\n","['uid', 'url', 'key', 'status', 'original_caption', 'vlm_model', 'vlm_caption', 'toxicity', 'severe_toxicity', 'obscene', 'identity_attack', 'insult', 'threat', 'sexual_explicit', 'watermark_class_id', 'watermark_class_score', 'aesthetic_score', 'error_message', 'width', 'height', 'original_width', 'original_height', 'exif', 'sha256', 'image_id', 'author', 'subreddit', 'score']\n","\n","Missing Values:\n","uid 0\n","url 0\n","key 0\n","status 0\n","original_caption 0\n","vlm_model 0\n","vlm_caption 0\n","toxicity 0\n","severe_toxicity 0\n","obscene 0\n","identity_attack 0\n","insult 0\n","threat 0\n","sexual_explicit 0\n","watermark_class_id 37653\n","watermark_class_score 37653\n","aesthetic_score 37653\n","error_message 645430\n","width 0\n","height 0\n","original_width 0\n","original_height 0\n","exif 0\n","sha256 0\n","image_id 0\n","author 0\n","subreddit 0\n","score 30264\n","dtype: int64\n","\n","Shape of the dataset: (645430, 28)\n"]}]},{"cell_type":"code","source":["# Import pandas\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/redcaps_1.parquet' #@param {type:'string'}\n","\n","\n","parquet_column = 'vlm_caption' #@param {type:'string'}\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Set pandas display options to show full text without truncation\n","pd.set_option('display.max_colwidth', None) # Show full content of columns\n","pd.set_option('display.width', None) # Use full display width\n","\n","# Create sliders for selecting the range of captions\n","#@markdown Caption Range { run: \"auto\", display_mode: \"form\" }\n","start_at = 7566 #@param {type:\"slider\", min:0, max:33147, step:1}\n","range = 84 #@param {type:'slider',min:1,max:1000,step:1}\n","start_index = start_at\n","end_index = start_at + range\n","###@param {type:\"slider\", min:1, max:33148, step:1}\n","\n","must_include_word = '' #@param {type:'string'}\n","display_only = True #@param {type:'boolean'}\n","\n","# Ensure end_index is greater than start_index and within bounds\n","if end_index <= start_index:\n"," print(\"Error: End index must be greater than start index.\")\n","elif end_index > len(df):\n"," print(f\"Error: End index cannot exceed {len(df)}. Setting to maximum value.\")\n"," end_index = len(df)\n","elif start_index < 0:\n"," print(\"Error: Start index cannot be negative. Setting to 0.\")\n"," start_index = 0\n","\n","# Display the selected range of captions\n","tmp =''\n","\n","categories= ['This image displays:','This image displays' , 'regular_summary:','midjourney_style_summary:', 'individual_parts:']\n","\n","\n","print(f\"\\nDisplaying captions from index {start_index} to {end_index-1}:\")\n","for index, caption in df[f'{parquet_column}'][start_index:end_index].items():\n"," if (must_include_word in caption) or must_include_word.strip()=='':\n"," tmp= caption + '\\n\\n'\n"," original_caption = df['original_caption'][index].strip().replace('\\n','')\n"," for category in categories:\n"," tmp = tmp.replace(f'{category}','')\n"," #----#\n"," print(f'Index {index}: \\n {original_caption} , {tmp}')\n","\n"," #if stop_at in caption and not display_only:\n"," # break\n"," #print(f\"Index {index}: {caption}\")"],"metadata":{"id":"wDhyb8M_7pkD","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1754302400905,"user_tz":-120,"elapsed":6824,"user":{"displayName":"No Name","userId":"10578412414437288386"}},"outputId":"4a17a0ce-15fc-4652-fbae-56ffb8f0b4b6"},"execution_count":13,"outputs":[{"output_type":"stream","name":"stdout","text":["\n","Displaying captions from index 7566 to 7649:\n","Index 7566: \n"," amazing cloud coverage over brisbane suburb , \n","A wide suburban street that is empty of people. There are two cars parked on the right side of the street. The one closer to the camera is white, and the one further away is gray. A street light is in the foreground on the right side of the image. It is black and positioned in front of a row of bushes of varying shades of green. Behind the bushes, a portion of a house's tan wall is visible. Further down the street, there are two houses that are obscured by trees and distance. Their white walls and dark-colored roofs can be seen. The sky is the main focus of this image. It is an amalgamation of colors and cloud formations. The left side of the sky is a bright orange that gets darker as it goes toward the center, where it meets an indigo raincloud. The indigo then transitions to bright white on the right side of the image, which fades into the orange as it goes up. Within the indigo section of the sky, there is a large black cloud that appears to be shaped like an animal. The cloud has white clouds around it that fade into the indigo. The entirety of the sky is covered in clouds. The image is most likely captured on a phone or other camera held by a person. The image quality is good, and the colors are vivid.\n","\n","\n","Index 7567: \n"," twilight beach, esperance wa , an aerial view of Twilight Beach in Esperance, Western Australia. The beach is characterized by its pristine white sand and turquoise waters, with the Southern Ocean meeting the Recherche Archipelago in the distance. The beach is bordered by a road and a large parking lot with several cars parked. On the beach are a few people and some large granite boulders. The sky is clear and blue. The image has a warm and inviting atmosphere, capturing the beauty of the Australian coastline.\n","\n","\n","Index 7568: \n"," golden kanas, xinjiang, china oc , \n","There are two mountain ranges in the background. The mountains are covered with snow. There is a valley between the two mountain ranges. The valley is filled with trees, and a village. There is a river running through the valley. The river is covered with ice. There are two bridges over the river. There are many houses in the village. The houses are made of wood. There is a forest in the foreground. The trees in the forest are turning yellow and orange, signifying autumn. There is a road in the forest. There are two people walking on the road.\n","\n","\n","Index 7569: \n"," sunrise in estonia , a rural landscape during sunrise. There are several leafless trees on both sides of a road which appears to be covered in frost or snow. There are also some bushes with bright red leaves. In the background, there is a large field covered in the same white substance as the road with a few trees scattered around. The sky is a light pink color at the bottom that fades into a white color up top. There are some clouds in the sky as well, though they’re difficult to see. There are no people or animals visible in the image.\n","\n","\n","Index 7570: \n"," snowdrops at sunset, hampshire, england , a cluster of snowdrops growing in a grassy field. The snowdrops are white and have long, thin stems. The grass is green and there is a stone wall and some tombstones in the background. The sun is setting and the sky is a bright yellow. The image is taken from a low angle and the snowdrops are in focus.\n","\n","\n","Index 7571: \n"," golden trees in snowy new england , a winter scene of an apartment complex. There are two, three-story apartment buildings made of red brick with white accents. There are a total of 9 visible units. The apartment complex is surrounded by trees, which are covered in snow. The snow is also covering the roofs of the buildings and the ground. There is a single light post standing in the complex's courtyard. There is a blue sky with a hint of sunlight in the background.\n","\n","\n","Index 7572: \n"," northern lights of lapland, kiruna, sweden - photo by kevin bourdeaux , A wooden cabin, with a chimney and a snow-covered roof, situated on a snowy field, under a night sky illuminated with dancing green auroras. In the background, there are tall, dark trees, and a distant source of light on the horizon. There are a total of 2 cabins. The cabin on the left has a yellow light coming from one of its windows. There are 4 trees in the background.\n","\n","\n","Index 7573: \n"," snowy tracks in portsmouth, nh , a snow-covered railroad track in Portsmouth, New Hampshire, during the nighttime. It is dark outside, with only a few lights illuminating the snowy ground and the sides of the tracks, where there are tall trees with branches covered in snow. The railroad tracks are in the foreground, with a slight bend to the right. On either side of the tracks, there are snow-covered trees and shrubs, with a few bare trees in the background. a rural area that is mostly covered in snow.\n","\n","\n","Index 7574: \n"," falling sky - montana , A field of snow-covered grass, fenced with a barbed-wire fence in the foreground on the left. In the background, there is a forest of pine trees on the right, and snow-covered mountains in the distance. The sky is grey and cloudy.\n","\n","\n","Index 7575: \n"," a morning in albanian alps - curraj i eperm , In the foreground, there is a small, one-story house with a gray, shingled roof. There is a tree in front of the house. There is another, smaller house behind it, which is partially covered by the larger house. In the background, there is a large, snow-capped mountain. There are two large rock formations on either side of the mountain. There is a patch of snow on the ground in front of the house. There are some bushes and trees scattered around the property. The sky is clear and blue. \"Robert Doda, Albanian Challenge\" is written in the bottom left corner of the image.\n","\n","\n","Index 7576: \n"," river at midnight, western washington , A night view of a river flowing through a forest. The river is in the foreground, with a steep bank on the left and a gently sloping bank on the right. The river is illuminated by the light from a few houses on the far bank. The forest is dark and shadowy. There are tall tress on both sides of the river. The sky is dark and there are a few stars visible.\n","\n","\n","Index 7577: \n"," diamond head, hawaii , an aerial view of Honolulu, Hawaii, specifically Waikiki Beach. In the foreground is a large, rectangular swimming pool, filled with blue water. There are palm trees and other greenery surrounding the pool. In the background is the Pacific Ocean with small waves crashing on the shore. There are also several high-rise hotels and buildings lining the beach. On the far left of the image is Diamond Head, a volcanic tuff cone crater.\n","\n","\n","Index 7578: \n"," yosemite falls, california , A tall waterfall in the middle of a forest. The waterfall is surrounded by tall green trees and the water is white and foamy. There is a long road in front of the waterfall with a stone wall on the left and a wooden fence on the right. There is snow on the ground and a \"bicycles not permitted\" sign on the right. In the distant background, there is a large mountain covered with snow.\n","\n","\n","Index 7579: \n"," just off a trail in new almaden, california , a photograph of a trail in New Almaden, California. It shows a narrow dirt path winding through a lush green field, bordered by a creek on the left and a grove of trees on the right. The trees are mostly bare, but there is some green foliage visible in the background. The sky is blue with a few scattered clouds.\n","\n","\n","Index 7580: \n"," abandoned shed, lermoos, austria , A wooden hut in a forest. The hut is in poor condition. The wooden door is broken, and a couple of planks are missing. The hut has one window. The roof is covered with moss. The trees are tall with branches spread across the image. The hut is surrounded by dense vegetation. In the foreground, a tree is seen on the left of the image. There are no people in the image. The image is taken in a forest. The light is dim.\n","\n","\n","Index 7581: \n"," ranch along highway 40 in colorado , A ranch along highway 40 in Colorado. There are a total of 3 houses, 2 barns and a ranch, all painted white, with red roofs. There are also 88 cattle grazing in the foreground. There are mountains in the background. The ranch is located in a valley.\n","\n","\n","Index 7582: \n"," barkhamsted reservoir , a stone structure with a tower in the foreground. The structure is built on a body of water with a long stone wall to the left. Across the water, are tall pine trees and a mountain in the distant background. The stone structure has a large wooden door with a pointed arch above it. The tower above the structure has a cone shaped, gray roof.\n","\n","\n","Index 7583: \n"," morning light along the california coast , a paved road curving through a redwood forest. Tall redwood trees line both sides of the road, their towering trunks blocking out most of the sunlight. However, a few rays of sunlight manage to shine through the trees, creating a dappled pattern on the road. The forest floor is covered in a thick layer of leaves and moss. There is a white line down the middle of the road, dividing it into two lanes. On the left-hand side of the road, there is a wooden fence.\n","\n","\n","Index 7584: \n"," keep following the tracks , a railroad track extending into the distance, surrounded by tall grass and shrubbery. Telephone wires run alongside the tracks on the left. In the background, a large, verdant hill rises up, partially obscured by wispy clouds. A blue sky broken up by wispy white clouds stretches across the image. The railroad ties are made of wood, and the rails are made of metal. The track is surrounded by a lush green field. In the distance, there is a small tunnel.\n","\n","\n","Index 7585: \n"," yachats, oregon , a seascape featuring a long stretch of rocky beach and a headland in the distance. The beach is covered in dark-colored rocks of varying sizes, with the surf crashing against them and creating white waves. The headland is partially obscured by a few tall tress. There are several houses on the hillside near the beach. The sky is clear and bright, with a few wisps of clouds. The image is in full color and appears to have been taken from a high angle, possibly from a cliff or hilltop.\n","\n","\n","Index 7586: \n"," road to middleburg south africa , a long, straight road bordered by a yellow field on the right and a mountainous landscape on the left, with a clear blue sky and wispy white clouds overhead. The road is paved and has a solid white line marking the center. On the right side of the road, the yellow field is tall and appears to be a crop of some kind, possibly wheat or barley. The mountainous landscape on the left side of the road is made up of several large, rocky peaks, with the largest one being in the center of the image. The sky is a clear blue, with a few thin, white clouds scattered about. The image is taken from a slightly elevated perspective, giving the viewer a good view of the road and the surrounding landscape.\n","\n","\n","Index 7587: \n"," gore canyon, from kremmling, co , a green field with a dirt road in the foreground on the left. There is a barbed wire fence between the road and the field. Beyond the field are two mountains. There is a large white cloud in the center of the sky above the mountains, and there are two smaller white clouds to the left and right of the large cloud. There is a dark green patch in the center of the field. The mountains in the background are light brown. The image is a photograph that was taken from a low angle. The image is in landscape orientation.\n","\n","\n","Index 7588: \n"," autumn bridge in mark county sweden , In the foreground, there is a body of water with a small, stone bridge in the middle. On either side of the bridge, there are trees and other vegetation. In the background, there are more trees and a small, red house. The water is reflecting the sky, the trees, and the house. The image is taken from a low angle, and the sky appears to be overcast.\n","\n","\n","Index 7589: \n"," nestled in larkspur colorado , a panoramic view of a snowy landscape with a red barn as the central focus. The barn is surrounded by snow-covered fields and trees, with a ranch house partially visible on the left. In the background, there is a mountain range with snow-capped peaks. The sky is blue with a few clouds dotting the horizon. The image is clear and bright, with the sun shining on the snow.\n","\n","\n","Index 7590: \n"," big sur, ca , \n","\n","In the foreground, there is a winding road on the left, with a green field to its right. The green field ends in a cliff, with the vast ocean beyond it. In the background, a mountain can be seen. The sky is dark blue, with a hint of orange at the horizon. There is a single parked car on the side of the road, on the left-hand side of the image. There are no people present in the image.\n","\n","\n","Index 7591: \n"," a wonderland walkway. morskie oko, poland by sara filipa delic. , a cobblestone path that appears to be made of large, uneven rocks. The path is surrounded by tall, moss-covered trees with exposed roots and branches reaching out towards the path. Part of a body of water, most likely a lake, can be seen to the left of the path. The sky above is shrouded in mist, with a few hints of sunlight breaking through.\n","\n","\n","Index 7592: \n"," buchs, switzerland , a verdant meadow featuring two black cows grazing peacefully. The cows are situated in the middle ground, with a lush, green hillside rising gently behind them, adorned with a variety of trees. The hillside is further complemented by a smattering of white and yellow wildflowers. In the distant background, a blue sky can be seen peeking through scattered clouds. A solitary tree stands in the foreground, on the left-hand side of the image, its branches stretching out towards the cows. On the right-hand side of the image, a glimpse of a wooden fence can be seen. The image is captured in a photography style, showcasing the natural beauty of the Swiss countryside.\n","\n","\n","Index 7593: \n"," atop a hill in kiso valley, japan , a view of a valley in Japan. In the foreground are some trees and a road, with a house beside it. In the background is a mountain, which is partially obscured by clouds. There are a total of four houses that can be seen in the image.\n","\n","\n","Index 7594: \n"," starved rock state park. oglesby il , a wooden staircase on the right side of the image that has seven steps. The staircase leads up to a large rock formation. The rock formation is orange and has a large crack running down the middle. There is a green tree growing out of the rock formation. There is another large rock formation behind the first, it is gray and blends in with the background. The background is made up of green trees.\n","\n","\n","Index 7595: \n"," highway 131, south of steamboat springs , a photograph of a rural pasture, featuring a barbed-wire fence in the foreground and a distant mountain range partially obscured by clouds. The pasture is green and yellow, with a few shrubs and bare trees scattered throughout. There is a piece of corrugated metal roofing lying on the ground near the fence in the bottom left corner. The sky is grey with a few shades of darker clouds moving in from the left. There is a road sign on the right side of the image with the numbers “131” visible.\n","\n","\n","Index 7596: \n"," east ogwell, devon, england - reupload of an earlier picture of mine , A thatch-roofed cottage with stone walls in the foreground. In the background, there is a hill and a partially cloudy sky. There is a tree to the right of the cottage. \"East Ogwell, Devon, England\" is written in the bottom left corner of the image.\n","\n","\n","Index 7597: \n"," clock tower in the distance. cape town, south africa . , a clock tower in the distance. It’s a sunny day and there are some tall buildings in the background. There is a stone wall in the foreground with some grass growing on top of it.\n","\n","\n","Index 7598: \n"," marlborough wine country, new zealand , a vast expanse of green vineyards, nestled within a valley surrounded by rugged mountains. The vines are neatly arranged in rows, forming a picturesque patchwork against the rolling hills. A few trees dot the landscape, providing a touch of shade and color. The sky is clear and blue, with wisps of white clouds adding a touch of softness to the scene. In the distance, a glimpse of a small town can be seen, with its houses and buildings nestled among the trees. The image is clear and bright, capturing the beauty of the Marlborough wine country in New Zealand.\n","\n","\n","Index 7599: \n"," view from my window in spalt, germany , a field in the foreground with a wooden fence in front of it. In the background, there is a row of houses on a hill. The houses are mostly white or beige in color. There are also several trees, which are bare, on the hill. The sky is foggy and there is a hint of sunlight trying to break through.\n","\n","\n","Index 7600: \n"," ruins of the castle of calatrava la vieja , the ruins of the castle of Calatrava la Vieja, a medieval fortress located in the province of Ciudad Real, Spain. The castle is situated on a hilltop overlooking the Guadiana River and was built in the 12th century by the Knights of Calatrava. The castle has a rectangular layout and is surrounded by a wall with 12 towers. The interior of the castle is divided into several sections, including the keep, the barracks, and the chapel. The castle was abandoned in the 16th century and fell into ruin. In the 20th century, the castle was excavated and restored, and it is now open to the public.\n","\n","\n","Index 7601: \n"," farm off of indian gulch rd., outside of merced, ca. , a verdant pasture with a winding river on the right side. The riverbank is adorned with lush green grass, while the pasture is dotted with black cows. In the background, there is a grove of oak trees, and beyond that, a distant mountain range can be seen. The sky is a clear blue, dotted with white clouds. The image is taken from a slightly elevated perspective, allowing for a panoramic view of the bucolic landscape.\n","\n","\n","Index 7602: \n"," pathway near visitor center in marin headlands, bay area, ca. , a set of wooden stairs ascending through a lush, green forest. The stairs are uneven and have natural foliage growing between the steps. The trees on either side of the stairs are tall and have thick trunks. The ground is covered in leaves and moss. There is a wooden fence on the left side of the stairs. In the distance, there is a larger path with stairs leading up a hill.\n","\n","\n","Index 7603: \n"," mom's st bartholomew's church, konigssee, germany , a photograph of St. Bartholomew's Church, a small white church with a red onion-shaped dome and green shutters on its windows. The church is situated on the shore of a lake, surrounded by lush green trees. There is a tree with orange autumn leaves in the foreground, and a bench to its right. In the background, there is a mountainous landscape. The sky is cloudy and there is a hint of sunlight peeking through the clouds.\n","\n","\n","Index 7604: \n"," gorgeous view from my tent at zion national park,utah oc , a view of a rocky mountain from the inside of a tent. The mountain is in the distance, with a large rock formation in the foreground. The tent is on the edge of a cliff, with a sheer drop-off to the valley below. The sky is clear, with a few clouds in the distance. The image is taken from a low angle, making the mountain appear even more imposing. The tent is a small, green dome tent. The image is in focus, and the colors are vibrant.\n","\n","\n","Index 7605: \n"," wake-up call, val chiavenna, gordona , a picturesque winter landscape captured at dusk. The foreground is dominated by a snow-covered slope that stretches towards the base of a majestic mountain range. The mountains are capped with snow and extend into the distance, creating a stunning backdrop for the scene.\n","\n","On the left side of the image, there is a small, rustic stone house with a wooden door and a snow-covered roof. The house is surrounded by snow-covered grass and shrubs, adding to the overall charm of the setting.\n","\n","The sky above is a deep blue, setting a serene and peaceful ambiance. As the sun begins to set, a warm, golden glow spreads across the sky, painting the mountaintops with hues of pink and orange.\n","\n","Overall, this image exudes a sense of tranquility and captures the beauty of a winter landscape at dusk.\n","\n","\n","Index 7606: \n"," the past and the future in southwestern ontario. , two dilapidated wooden structures in a snowy field. The one on the left is mostly intact, with a visible doorway and a partially caved-in roof. The structure on the right is in worse condition, with most of its roof and walls missing. In the background, a large modern wind turbine rises high above the field. The bright white of the turbine contrasts with the muted gray and brown tones of the abandoned buildings. Despite the presence of new technology, the image conveys a sense of decline and abandonment.\n","\n","\n","Index 7607: \n"," \"telephone pole\": near salina, kansas , a vast, flat expanse of land, featuring a lush, green field of crops, likely canola, stretching as far as the eye can see. The vivid green hue of the crop is interrupted only by a pair of dark brown telephone poles standing tall in the foreground. These poles are connected by several evenly spaced horizontal wires. Beyond the field, a clear blue sky can be observed, occupying the upper half of the image. There are no visible clouds in the sky. The image is likely taken from a slightly elevated position, providing a panoramic view of the rural landscape.\n","\n","\n","Index 7608: \n"," swiss farmhouse , two farmhouses on a green hill. There are snow-capped mountains in the background. There are trees on the hills. There is a blue sky with a single airplane trail.\n","\n","\n","Index 7609: \n"," extreme agriculture in paradise - sri lanka , an aerial view of Sigiriya, a large rock formation in Sri Lanka. The rock is covered in lush greenery and has a flat top, which was once home to a royal palace. The palace ruins are visible from the air, and there are also several other buildings and structures on the rock. The surrounding area is covered in dense jungle, and there are mountains in the distance. The rock is approximately 200 meters (660 feet) high, and it is a popular tourist destination.\n","\n","\n","Index 7610: \n"," orchard gate, west cork, ireland , An artistic rendering of a gate to an orchard, with the words \"orchard gate, west cork, ireland\" in the foreground. The digitally created image shows a stone wall in the background, and a wooden gate in the foreground. The gate has green plants growing around it, and a stone path leading up to it.\n","\n","\n","Index 7611: \n"," cloudy days, the most beautiful kind of days. midlands, south africa . , a scene of a river flowing through a rural area. The river is in the foreground, with a small bridge in the bottom left corner of the image. The river is surrounded by tall green grass. In the background, there are several large trees, and the sky is overcast. The image is in landscape orientation.\n","\n","\n","Index 7612: \n"," spring in germany , A field of green grass, with a forest of trees in the distance. The sky is blue, and there are some clouds. there is a hill in the distant horizon. The image was taken in spring, in Germany.\n","\n","\n","Index 7613: \n"," nefyn, llyn peninsular, north wales , A large tree with no leaves stands in the center right of the image. Its branches reach out towards the sky. In the background, there is a large mountain range covered in green. There are some clouds in the sky. There is a stone wall in front of the tree with some rocks and green plants on top of it. There is grass all around the tree. There is a small fence in the foreground. There are some houses in the distance. On the left side of the image, there is a tall green bush. “Nefyn, llyn peninsular, north wales” is written in the caption of the image.\n","\n","\n","Index 7614: \n"," mossy trees on a winding road in abbotsford, bc , a winding road bordered by a forest. The road is paved and has yellow lines marking the center. On either side of the road, there are tall trees covered in thick moss. The moss is a bright green color, and it hangs from the branches of the trees in long,垂下的 strands. The trees are bare, without leaves. There is a bend in the road to the right. Beyond the trees, there is a glimpse of a larger forest. The image is a photograph, likely taken from a car window while driving through the forest.\n","\n","\n","Index 7615: \n"," finnish summer... it's coming. , four mature trees with full foliage silhouetted against the setting sun. The trees are beside a body of water on a sandy shore. There are nine anchored rowboats on the water near the shore. The sun is setting behind the trees, casting long shadows over the sand and water. The sky is clear with a few wispy clouds. The image is in landscape orientation and has a warm, peaceful feeling. This is likely a photograph taken at dusk in the summer.\n","\n","\n","Index 7616: \n"," shangrilla skardu \"pakistan\" , A beautiful landscape of Skardu, Pakistan, featuring a tranquil lake reflecting the majestic mountains. The sky above is painted in hues of pink, orange, and yellow, complementing the verdant trees and shrubs on the lake's banks. A traditional-style pavilion with a red roof stands on the edge of the lake, adding a touch of cultural charm to the scene. The mountains in the background are covered in snow. The water in the lake is crystal clear. The image is a serene and peaceful depiction of nature's beauty, capturing the essence of Pakistan's breathtaking landscapes.\n","\n","\n","Index 7617: \n"," house before the hills, near charolottesville, virginia usa , A white picket fence in the foreground, with green grass in front of it, and an open gate leading to a garden. To the right of the gate is a small, wooden birdhouse hanging from a tree branch. The garden has a stone path leading under an archway covered in vines. On either side of the path are various flowers and plants. In the background is a large tree with green leaves. The image has a warm and inviting atmosphere.\n","\n","\n","Index 7618: \n"," nefyn, llyn peninsular, north wales , In the foreground of the image, there is a green field with a road on the left-hand side. The field is bordered by a stone wall on the right-hand side. In the background, there is a mountain range with two peaks. The sky is blue and there are some clouds in the distance. There is a small village to the right middle ground of the image. The image is a photograph and it is taken from a slightly elevated position. The aesthetics of the image are captured by the use of a wide-angle lens which has exaggerated the distance between the foreground and background, making the mountains appear larger.\n","\n","\n","Index 7619: \n"," sunrise at south lake tahoe , a beautiful landscape of South Lake Tahoe at sunrise. The sky is a gradient of purple and pink, orange and yellow, with the sun rising over the snow-capped mountains. There is a full moon setting in the purple sky to the right. The lake is calm and still, reflecting the colors of the sky. The trees are bare, and the ground is covered in snow. There are several buildings and a parking lot in the foreground. There is a street sign that says \"South Lake Tahoe Blvd.\" \"The image is taken from a high angle, and there are no people visible in the image.\n","\n","\n","Index 7620: \n"," cabin in the woods. kilanda, sweden. , a small, red cabin situated in the middle of a dense forest. The cabin is raised above the ground by large rocks, and has a white framed window and white framed door. The forest surrounding the cabin consists of a variety of trees including pine and birch. The sky is clear blue with one visible white crescent moon in the upper right area of the image. The ground around the cabin is covered with a thin layer of snow.\n","\n","\n","Index 7621: \n"," beautiful beach and ruins in tulum mexico. pic taken january 2015 . , In the foreground, there is a beach with white sand and turquoise water. There are some rocks and seaweed on the beach. In the background, there is a Mayan ruin on a cliff. The ruin is made of gray stone and has a tower. The water in the background is a bright blue and green. The sky is blue and there are some white clouds.\n","\n","\n","Index 7622: \n"," vestmannaeyjar,iceland in the morning photo by gunnar ingi gislason , A beautiful landscape of Vestmannaeyjar, Iceland, covered in snow. The sky is a bright orange and the sun is rising over the mountains. The town of Vestmannaeyjar is located on the edge of the water, with a large harbor and many docked boats. There is snow on the ground and the mountains in the background are snow-capped. There is a large rock formation on the left side of the image, and a large crane on the right side. A road is seen running horizontally through the middle of the image. “Gunnar Ingi” is written in the bottom left corner of the image.\n","\n","\n","Index 7623: \n"," the birthplace of billy. kilanda, sweden. , A dirt road in a forest with a large pile of cut and stacked firewood on the left side of the road. The forest is dense and tall, with green moss covering the ground. The dirt road is winding, and a bend in the road can be seen in the middle of the image. There is a white telephone pole on the side of the road in the middle of the image, close to the bend. There is a single tree that is noticeably thinner than the other trees and is located to the right of the road a little further up than the telephone pole. There is a small amount of snow on the side of the road near the telephone pole. The image has a foggy quality, with a white haze obscuring the distant trees. The sky is overcast and foggy as well. There is no other text in the image.\n","\n","\n","Index 7624: \n"," beautiful cloudy sunset - spring in germany , tree branches against a background of a cloudy sky at sunset. The sky is a mix of blue and light orange, with tinges of yellow. The clouds are white and fluffy. The branches are bare, but have small buds on them. The tree branches are dark in color. The image is a photograph, and the style is natural. The image conveys a sense of peace and tranquility. The sky is calm and serene, and the tree branches are still. The image is beautiful and captures the beauty of nature.\n","\n","\n","Index 7625: \n"," gotta love finnish summer. , a tree with a large green canopy illuminated by pale sunlight, positioned in the right-center area of the image. Its branches are obscured by the leaves. There are two other trees to the left of this tree. Their leaves are dark green and they do not receive direct sunlight. Further to the left, there is a glimpse of a lake and the sky is light blue with splashes of pink and purple. The foreground shows a park with a gravel path running through it. There is a wooden fence to the left of the path and a green lawn to the right. A person sits on a bench in the distance. The image is a photograph taken from a slightly elevated angle. The style is realistic and the colors are natural. The text in the bottom left corner says “Johanna Kekalainen” in a small, white, sans-serif font.\n","\n","\n","Index 7626: \n"," road tripping with my friends when i decided i needed to pull over to take this picture on my phone. happy, tx , a photograph of a vast, rural field of brown, dried-out grass, photographed from a low angle. In the distant background, there is a solitary, dark-colored barn situated in the middle of the field. The barn is surrounded by a few, scattered trees. Along the right side of the field, there is a line of dark colored telephone poles marching off into the distance. Above the field, the sky is a uniform, light grey. In the foreground of the image, the dry, brown grass is abundant with a few, thin, green sprigs of grass poking through. The right edge of the image is slightly darker than the rest of the image, suggesting the presence of a road or path along the edge of the field.\n","\n","\n","Index 7627: \n"," reddish knob at sunset harrisonburg, va , \n","A panoramic photograph of a mountain landscape at sunset. The foreground is a rocky hill with a guardrail, to the left of the guardrail is a figure standing with their back to the camera. There are two leafless trees to the right of the guardrail. The background is a vast mountain range with purple and gray clouds overhead. There are rays of sunlight penetrating through the clouds. The image has an overall warm tone.\n","\n","\n","Index 7628: \n"," a sunny trail in halland sweden , a long, straight dirt road, which is surrounded by trees and other greenery. The road is in the foreground and is flanked by two parallel rows of trees on either side. The trees are deciduous, and their leaves are a mix of green and yellow. The forest continues in to the background as well. The ground is covered in soil, and there are no visible rocks or other objects on the road. The sky is blue, clear of clouds, and takes up the top third of the image. There are no people or other objects on the road. The image is taken from a slightly elevated perspective, which gives the viewer a clear view of the road and the surrounding area.\n","\n","\n","Index 7629: \n"," nokesville, virginia. , two houses, a pink flowering tree, a church, and a cloudy sky. In the foreground, there is a pink flowering tree in full bloom with its branches spread wide. The tree is located in the center of the image. There are two houses behind the tree. The house on the left is a white church with a tall steeple. The house on the right is a white house with a black roof. In the background, there is a cloudy sky with shades of grey.\n","\n","\n","Index 7630: \n"," emerald bay, lake tahoe, ca , Two wooden picnic tables on a sandy beach, with a lake in the background. The lake is surrounded by green hills and trees, with two small islands visible in the distance. The sky is clear and blue. \"Emerald Bay, Lake Tahoe, CA\" is written in the bottom right corner of the image.\n","\n","\n","Index 7631: \n"," valley near cherry grove, or , a vast green field that stretches from the bottom of the image to roughly two-thirds up the image. There is a forest of green trees on the right side of the field. Beyond the forest, there is a mountain range in the background. The sky is blue and cloudy. In the foreground, there is a single barbed wire fence between the viewer and the field.\n","\n","\n","Index 7632: \n"," smoke at sunset rochester, ny , A photograph of a residential area at sunset. There is a house on the right side of the frame, and multiple trees on the left. The sky is a gradient of orange and pink, and the trees are silhouetted against it. The image is peaceful and serene, with a warm and inviting atmosphere.\n","\n","\n","Index 7633: \n"," kilimanjaro from moshi tanzania , In the foreground of the image, there is a dirt road which is slightly elevated. On either side of the road, there are tall grass fields. On the left side of the road, there are some trees. On the right side of the road, there are some buildings. In the background of the image, there is a large mountain covered with snow. The sky is blue and there are some clouds. There is a transmission line that runs along the road from left to right. It carries three cables. Beneath the transmission line, about in the middle of the image, two people are walking away from the camera on the dirt road. A vehicle drives on the road ahead of them. The image is of a photograph.\n","\n","\n","Index 7634: \n"," the zugspitz in spring, austrian alps, germany/austria border - panorama , a panoramic view of the Zugspitze, the highest mountain in the Wetterstein range of the Alps. The summit is located on the border between Germany and Austria. The mountain is covered in snow, and the surrounding area is green and lush. There are some clouds dotting the blue sky. In the foreground is a golf course with a bunker. There is a gravel path on the left side of the golf course. There are some trees and houses in the distance. The image is a photograph. The aesthetics is that the mountain looks majestic, and the golf course looks peaceful and serene.\n","\n","\n","Index 7635: \n"," the road less traveled, rotorua, new zealand - , a rural scene with a winding road in the foreground. The road is surrounded by green fields and there is a house on top of a hill in the background. The sky is blue and there are some clouds in the sky. There is one tree on the right side of the image. Finally, the image displays a beautiful sunset.\n","\n","\n","Index 7636: \n"," spring in germany - part ii , A large tree with a large thick trunk and many branches with green leaves in a grassy field. There is green grass all around the tree, and a road to the right of the tree with a wooden bench beside it. There is a hill in the background. The sky is light blue, with a sunset in the far distance. There is a white cloud in the sky. The image is a photograph taken from a low angle, and it is in full color. The style of the image is realistic.\n","\n","\n","Index 7637: \n"," kyoto, japan , a traditional Japanese garden with a red bridge arching over a pond. The bridge leads to a small temple or pavilion with a green roof and red walls, surrounded by lush red maple trees. The trees are in full bloom, and their leaves are a vibrant shade of red. The water in the pond is still and reflects the red bridge and trees. The overall effect is one of peace and tranquility.\n","\n","\n","Index 7638: \n"," ship on the pacific sound , a large black tugboat on the Puget Sound. The boat is heading toward the left side of the image, and there is a large wake behind it. There are no people visible on the deck of the boat. There is a bright orange sunset in the background, casting a golden reflection on the water's surface. There are also distant mountains in the background, likely part of the Olympic Range. The image is clear and well-lit, and the water is calm.\n","\n","\n","Index 7639: \n"," reflections. finland is awesome. , In the foreground is a very calm lake reflecting the colors of the sky, trees, and shoreline. The surface of the lake is smooth with small ripples across it. In the background, there are trees of various shades of yellow, orange, and green. There is a slight fog around the trees, and possibly in front as well. There is a dock jutting out into the lake. There are some clouds in the sky as well. The sky takes up the top third of the image while the lake and shoreline take up the bottom two-thirds of the image.\n","\n","\n","Index 7640: \n"," vietnam, north of hanoi , a woman wearing a pink shirt and a conical hat, carrying two baskets on a shoulder pole, walking through a paddy field. The background of the image shows a mountain range, with the peaks shrouded in mist. The foreground shows the paddy field, with some vegetation, and water.\n","\n","\n","Index 7641: \n"," parked on an empty road and captured this. chilliwack bc canada. , a long, straight asphalt road with a yellow line marking the center. It is bordered on both sides by flat farmland with a few houses in the distance. There is a large mountain in the background and the sky is blue and cloudy. The image is clear and bright.\n","\n","\n","Index 7642: \n"," 32nd ave bridge at sunset; fargo, nd , a long, narrow pedestrian walkway covered by a chainlink fence tunnel. The walkway is made of concrete and is surrounded by concrete barriers on both sides. The chainlink fence has a black coating and is supported by a metal framework. The walkway is lit by a single light fixture in the center. At the end of the walkway is a large glass door leading to a building. The sky is orange and there are clouds in the background.\n","\n","\n","Index 7643: \n"," april sky over rom , A landscape of a green field with a farm in the distance. The sky is cloudy and there are some trees in the foreground. In the background, there are two large windmills and a couple of houses on the horizon. On the right, there is a small body of water surrounded by trees, and a hill covered with bushes and trees rises up to the right of the pond. There is a cluster of trees in the middle ground. The image is peaceful and serene.\n","\n","The question in the original caption is: \"april sky over rom?\" \n","\n","Yes, this is the sky over Rom in April.\n","\n","\n","Index 7644: \n"," sunset at pigeon point lighthouse, ca , \n","The image is a photograph of a lighthouse at sunset. There is a large rock outcropping in the foreground, and the lighthouse is situated behind it towards the right of the frame. The sky is a deep orange, and the water is dark in contrast. The lighthouse is tall and white, and it is silhouetted against the sky. There is a building attached to the lighthouse and both are surrounded by a fence. The image is peaceful and serene.\n","\n","\n","Index 7645: \n"," what a beautiful spring day in germany, untereisesheim , a photograph of a vast, green field of wheat, stretching as far as the eye can see. There are 19 trees on the horizon, evenly spaced apart. Each tree is full of branches, and green leaves. The sky is a clear blue, with a hint of setting sunlight in the top right corner. There are two birds flying in the sky. One is in the direct center, and the other is to the far left. The photograph is in high resolution, and the colors are vibrant and lifelike. The image captures the beauty of a spring day in Germany, and the peace and tranquility of the countryside.\n","\n","\n","Index 7646: \n"," orust, sweden , In the foreground, there are two leafless trees on the left with a winding road to the right. There are five houses in the middle; two are yellow, two are red with white framed windows, and one is brown. The yellow houses are beside each other. The brown and one of the red houses are also beside each other. The last red house is isolated on the right. There is a field of grass on the left side of the houses, and a forest of dark green pine trees looms in the background. Above the trees, a large white wind turbine stands tall. The sky is a mix of grey and light blue with splashes of sunlight peeking through the clouds. In the bottom right corner, there is white text with a black outline that reads: “orust, sweden”. The text is in a sans-serif font and is all lowercase.\n","\n","\n","Index 7647: \n"," route 1, east iceland , a long and winding road which is bordered by green fields and mountains. The road is surrounded by snow-capped mountains and a body of water. The sky is cloudy and there is a yellow road sign on the side of the road.\n","\n","\n","Index 7648: \n"," the mountains outside my town, they're never ending. stellenbosch, south africa . , In the foreground of the image, there is an asphalt road which appears to be recently paved. On either side of the road are green bushes. Behind the road is a mountainous landscape. There are five mountains in the background, the two on the left are partially covered by clouds and each mountain is a different shade of brown. The sky has a gradient from yellow to blue, with the yellow closer to the mountains and blue further away. There is a single white cloud towards the right of the image. The image is a photograph taken from a low angle, which makes the mountains look more imposing. \"the mountains outside my town, they're never ending. stellenbosch, south africa\". The image is in a landscape orientation and has a resolution of 2048x1536.\n","\n","\n","Index 7649: \n"," wimbledon common, london , A dirt path that runs through a field. The path is surrounded by a large number of trees that are bare-branched. There are two people walking down the path in the distance. There are no other people or objects visible in the image.\n","\n","\n"]}]}]}
 
1
+ {"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[{"file_id":"https://huggingface.co/datasets/codeShare/lora-training-data/blob/main/redcap_parquet_explorer.ipynb","timestamp":1754313759375},{"file_id":"https://huggingface.co/datasets/codeShare/lora-training-data/blob/main/parquet_explorer.ipynb","timestamp":1754301207238},{"file_id":"https://huggingface.co/datasets/codeShare/lora-training-data/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1754223895158},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1747490904984},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1740037333374},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1736477078136},{"file_id":"https://huggingface.co/codeShare/JupyterNotebooks/blob/main/YT-playlist-to-mp3.ipynb","timestamp":1725365086834}]},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"id":"HFy5aDxM3G7O","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1754312911126,"user_tz":-120,"elapsed":16447,"user":{"displayName":"","userId":""}},"outputId":"910de653-74d8-4970-9b6c-c3f6ab44a492"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}]},{"cell_type":"code","source":["# Step 1: Mount Google Drive\n","#from google.colab import drive\n","#drive.mount('/content/drive')\n","\n","# Step 2: Import required libraries\n","import pandas as pd\n","\n","# Step 3: Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/redcaps_1.parquet' #@param {type:'string'}\n","\n","# Step 4: Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Step 5: Basic exploration of the Parquet file\n","print(\"First 5 rows of the dataset:\")\n","print(df.head())\n","\n","print(\"\\nDataset Info:\")\n","print(df.info())\n","\n","print(\"\\nBasic Statistics:\")\n","print(df.describe())\n","\n","print(\"\\nColumn Names:\")\n","print(df.columns.tolist())\n","\n","print(\"\\nMissing Values:\")\n","print(df.isnull().sum())\n","\n","# Optional: Display number of rows and columns\n","print(f\"\\nShape of the dataset: {df.shape}\")"],"metadata":{"id":"So-PKtbo5AVA","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1754300235232,"user_tz":-120,"elapsed":15992,"user":{"displayName":"","userId":""}},"outputId":"99dd1eb9-8c1f-4892-8ae1-db7b8439e4b6"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["First 5 rows of the dataset:\n"," uid \\\n","0 052e2c7503cb4a29adeaaf466bb13aaa032f2ba3595a11... \n","1 a7754f30f5d2a9eb83815b47190aae863affdcda1cb849... \n","2 343ddd9cf33ed49dda62b1171c69b733f77578a2fbff38... \n","3 1189f217664d4f82495bd25a6e0a734b538281376524d6... \n","4 a8ab52803f9d8e1fbea55c77370f12f7ae84de31ced9bd... \n","\n"," url key status \\\n","0 https://i.redd.it/vx27ik897yyx.jpg 007740042 success \n","1 https://i.redd.it/q9evvjgqdazx.jpg 007740047 success \n","2 https://i.redd.it/fgxweplt8wxx.jpg 007740028 success \n","3 https://i.redd.it/23v2mbs6x6xx.jpg 007740016 success \n","4 https://i.redd.it/xzsvyn5sdawx.jpg 007740002 success \n","\n"," original_caption \\\n","0 best hiking spot on ice mountains, you really ... \n","1 deep boundary waters. spent 12 days here and s... \n","2 sunset paddle - bar harbor, me \n","3 meanwhile in south korea, hundreds of thousand... \n","4 sweet pepper display in a grocery store \n","\n"," vlm_model \\\n","0 gemini-1.0-pro-vision-latest \n","1 gemini-1.0-pro-vision-latest \n","2 gemini-1.0-pro-vision-latest \n","3 gemini-1.0-pro-vision-latest \n","4 gemini-1.0-pro-vision-latest \n","\n"," vlm_caption toxicity \\\n","0 This image displays: a group of nine mountain... 0.000460 \n","1 This image displays: a wide shot of a lake. T... 0.002076 \n","2 This image displays four people kayaking in t... 0.000510 \n","3 This image displays: A large crowd of people ... 0.000444 \n","4 This image displays:\\n\\nThe image displays a ... 0.000529 \n","\n"," severe_toxicity obscene ... width height original_width \\\n","0 0.000001 0.000027 ... 1365 1024 1080 \n","1 0.000007 0.000070 ... 1024 1365 2448 \n","2 0.000002 0.000029 ... 1536 1024 6000 \n","3 0.000001 0.000030 ... 1535 1024 940 \n","4 0.000001 0.000033 ... 1365 1024 3264 \n","\n"," original_height exif sha256 \\\n","0 810 {} 052e2c7503cb4a29adeaaf466bb13aaa032f2ba3595a11... \n","1 3264 {} a7754f30f5d2a9eb83815b47190aae863affdcda1cb849... \n","2 4000 {} 343ddd9cf33ed49dda62b1171c69b733f77578a2fbff38... \n","3 627 {} 1189f217664d4f82495bd25a6e0a734b538281376524d6... \n","4 2448 {} a8ab52803f9d8e1fbea55c77370f12f7ae84de31ced9bd... \n","\n"," image_id author subreddit score \n","0 5e3con renoviolaoutdoors66 242 2.0 \n","1 5ef2uw None 242 172.0 \n","2 5d6sm4 kayakguy429 242 5.0 \n","3 5cke9b PresidentBananas 242 5.0 \n","4 5bpv0z microfortnight 242 14.0 \n","\n","[5 rows x 28 columns]\n","\n","Dataset Info:\n","<class 'pandas.core.frame.DataFrame'>\n","RangeIndex: 645430 entries, 0 to 645429\n","Data columns (total 28 columns):\n"," # Column Non-Null Count Dtype \n","--- ------ -------------- ----- \n"," 0 uid 645430 non-null object \n"," 1 url 645430 non-null object \n"," 2 key 645430 non-null object \n"," 3 status 645430 non-null object \n"," 4 original_caption 645430 non-null object \n"," 5 vlm_model 645430 non-null object \n"," 6 vlm_caption 645430 non-null object \n"," 7 toxicity 645430 non-null float64\n"," 8 severe_toxicity 645430 non-null float64\n"," 9 obscene 645430 non-null float64\n"," 10 identity_attack 645430 non-null float64\n"," 11 insult 645430 non-null float64\n"," 12 threat 645430 non-null float64\n"," 13 sexual_explicit 645430 non-null float64\n"," 14 watermark_class_id 607777 non-null float64\n"," 15 watermark_class_score 607777 non-null float64\n"," 16 aesthetic_score 607777 non-null float64\n"," 17 error_message 0 non-null object \n"," 18 width 645430 non-null int64 \n"," 19 height 645430 non-null int64 \n"," 20 original_width 645430 non-null int64 \n"," 21 original_height 645430 non-null int64 \n"," 22 exif 645430 non-null object \n"," 23 sha256 645430 non-null object \n"," 24 image_id 645430 non-null object \n"," 25 author 645430 non-null object \n"," 26 subreddit 645430 non-null int64 \n"," 27 score 615166 non-null float64\n","dtypes: float64(11), int64(5), object(12)\n","memory usage: 137.9+ MB\n","None\n","\n","Basic Statistics:\n"," toxicity severe_toxicity obscene identity_attack \\\n","count 645430.000000 645430.000000 645430.000000 645430.000000 \n","mean 0.006523 0.000018 0.000768 0.002053 \n","std 0.026730 0.000782 0.020020 0.003648 \n","min 0.000298 0.000001 0.000019 0.000050 \n","25% 0.001374 0.000003 0.000064 0.000230 \n","50% 0.003584 0.000008 0.000111 0.001118 \n","75% 0.007144 0.000016 0.000185 0.002884 \n","max 0.997587 0.398098 0.990988 0.692917 \n","\n"," insult threat sexual_explicit watermark_class_id \\\n","count 645430.000000 645430.000000 645430.000000 607777.000000 \n","mean 0.001552 0.000115 0.000168 0.972533 \n","std 0.015324 0.002043 0.003946 0.286189 \n","min 0.000064 0.000013 0.000010 0.000000 \n","25% 0.000332 0.000046 0.000039 1.000000 \n","50% 0.000681 0.000076 0.000079 1.000000 \n","75% 0.001225 0.000127 0.000124 1.000000 \n","max 0.968009 0.642815 0.808439 2.000000 \n","\n"," watermark_class_score aesthetic_score width height \\\n","count 607777.000000 607777.000000 645430.000000 645430.000000 \n","mean 0.812574 5.406013 1230.362877 1236.823316 \n","std 0.122016 0.565440 325.780459 274.743805 \n","min 0.334234 3.193359 1024.000000 1024.000000 \n","25% 0.772915 5.007812 1024.000000 1024.000000 \n","50% 0.857990 5.386719 1024.000000 1043.000000 \n","75% 0.896648 5.792969 1365.000000 1365.000000 \n","max 1.000000 8.007812 17868.000000 18317.000000 \n","\n"," original_width original_height subreddit score \n","count 645430.000000 645430.000000 645430.000000 615166.000000 \n","mean 2630.710139 2670.793347 162.265112 240.656447 \n","std 1321.291219 1271.355247 101.328667 2278.028138 \n","min 58.000000 26.000000 0.000000 0.000000 \n","25% 1536.000000 1536.000000 50.000000 9.000000 \n","50% 3024.000000 3021.000000 228.000000 23.000000 \n","75% 3264.000000 4032.000000 242.000000 67.000000 \n","max 28430.000000 24529.000000 286.000000 223564.000000 \n","\n","Column Names:\n","['uid', 'url', 'key', 'status', 'original_caption', 'vlm_model', 'vlm_caption', 'toxicity', 'severe_toxicity', 'obscene', 'identity_attack', 'insult', 'threat', 'sexual_explicit', 'watermark_class_id', 'watermark_class_score', 'aesthetic_score', 'error_message', 'width', 'height', 'original_width', 'original_height', 'exif', 'sha256', 'image_id', 'author', 'subreddit', 'score']\n","\n","Missing Values:\n","uid 0\n","url 0\n","key 0\n","status 0\n","original_caption 0\n","vlm_model 0\n","vlm_caption 0\n","toxicity 0\n","severe_toxicity 0\n","obscene 0\n","identity_attack 0\n","insult 0\n","threat 0\n","sexual_explicit 0\n","watermark_class_id 37653\n","watermark_class_score 37653\n","aesthetic_score 37653\n","error_message 645430\n","width 0\n","height 0\n","original_width 0\n","original_height 0\n","exif 0\n","sha256 0\n","image_id 0\n","author 0\n","subreddit 0\n","score 30264\n","dtype: int64\n","\n","Shape of the dataset: (645430, 28)\n"]}]},{"cell_type":"code","source":["# Import pandas\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/redcaps_1.parquet' #@param {type:'string'}\n","\n","\n","parquet_column = 'aesthetic_score' #@param {type:'string'}\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Set pandas display options to show full text without truncation\n","pd.set_option('display.max_colwidth', None) # Show full content of columns\n","pd.set_option('display.width', None) # Use full display width\n","\n","# Create sliders for selecting the range of captions\n","#@markdown Caption Range { run: \"auto\", display_mode: \"form\" }\n","start_at = 7566 #@param {type:\"slider\", min:0, max:33147, step:1}\n","range = 84 #@param {type:'slider',min:1,max:1000,step:1}\n","start_index = start_at\n","end_index = start_at + range\n","###@param {type:\"slider\", min:1, max:33148, step:1}\n","\n","must_include_word = '' #@param {type:'string'}\n","display_only = True #@param {type:'boolean'}\n","\n","# Ensure end_index is greater than start_index and within bounds\n","if end_index <= start_index:\n"," print(\"Error: End index must be greater than start index.\")\n","elif end_index > len(df):\n"," print(f\"Error: End index cannot exceed {len(df)}. Setting to maximum value.\")\n"," end_index = len(df)\n","elif start_index < 0:\n"," print(\"Error: Start index cannot be negative. Setting to 0.\")\n"," start_index = 0\n","\n","# Display the selected range of captions\n","tmp =''\n","\n","categories= ['This image displays:','This image displays' , 'regular_summary:','midjourney_style_summary:', 'individual_parts:']\n","\n","\n","print(f\"\\nDisplaying captions from index {start_index} to {end_index-1}:\")\n","for index, caption in df[f'{parquet_column}'][start_index:end_index].items():\n"," if (must_include_word in str(caption)) or must_include_word.strip()=='':\n"," original_caption = df['original_caption'][index].strip().replace('\\n','')\n"," aesthetic_score = str(df['aesthetic_score'][index])\n"," vlm_caption = df['vlm_caption'][index]\n"," for category in categories:\n"," vlm_caption = vlm_caption.replace(f'{category}','')\n"," #----#\n"," original_caption = original_caption.strip()\n"," print(f'Index {index}: \\n\\n aesthetic_score {aesthetic_score} \\n\\n {original_caption} , {vlm_caption} \\n\\n')\n","\n"," #if stop_at in caption and not display_only:\n"," # break\n"," #print(f\"Index {index}: {caption}\")"],"metadata":{"id":"wDhyb8M_7pkD"},"execution_count":null,"outputs":[]}]}