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Update app.py
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app.py
CHANGED
@@ -2,8 +2,8 @@ from flask import Flask, render_template, request, jsonify
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import google.generativeai as genai
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import os
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import tempfile
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from dotenv import load_dotenv
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from google.generativeai.types import Content, Part
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# Load environment variables
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load_dotenv()
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@@ -14,12 +14,10 @@ app = Flask(__name__)
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# Configure Gemini API
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genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
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# Route for home page
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@app.route("/")
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def home():
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return render_template("index.html")
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# Route for processing images
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@app.route("/process", methods=["POST"])
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def process_image():
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try:
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@@ -32,33 +30,26 @@ def process_image():
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return jsonify({"success": False, "message": "Invalid input data"})
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# Decode base64 image data
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import base64
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image_bytes = base64.b64decode(image_data.split(",")[1])
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# Create temporary directory
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temp_dir = tempfile.mkdtemp()
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with open(
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f.write(image_bytes)
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#
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#
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Content(
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role="user",
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parts=[
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Part.from_text(gemini_prompt),
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Part.from_data(mime_type="image/png", data=image_bytes)
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]
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)
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]
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# Generate content
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model = genai.GenerativeModel('gemini-2.0-flash-exp-image-generation')
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response = model.generate_content(
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generation_config={
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"temperature": 1,
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"top_p": 0.95,
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@@ -71,16 +62,16 @@ def process_image():
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)
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# Process response
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if hasattr(part, 'inline_data'):
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output_path = os.path.join(temp_dir, "result.png")
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with open(output_path, "wb") as f:
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f.write(part.inline_data.data)
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return jsonify({
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"success": True,
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"resultPath":
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})
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return jsonify({"success": False, "message": "No valid image data found in response"})
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@@ -88,6 +79,5 @@ def process_image():
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except Exception as e:
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return jsonify({"success": False, "message": str(e)})
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# Run the app
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if __name__ == "__main__":
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app.run(
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import google.generativeai as genai
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import os
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import tempfile
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import base64
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from dotenv import load_dotenv
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# Load environment variables
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load_dotenv()
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# Configure Gemini API
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genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
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@app.route("/")
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def home():
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return render_template("index.html")
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@app.route("/process", methods=["POST"])
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def process_image():
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try:
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return jsonify({"success": False, "message": "Invalid input data"})
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# Decode base64 image data
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image_bytes = base64.b64decode(image_data.split(",")[1])
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# Create temporary directory
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temp_dir = tempfile.mkdtemp()
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input_path = os.path.join(temp_dir, "input.png")
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with open(input_path, "wb") as f:
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f.write(image_bytes)
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# Create the model
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model = genai.GenerativeModel('gemini-2.0-flash-exp-image-generation')
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# Build the prompt
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prompt = f"Remove the {object_type} from the image and fill the area naturally."
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# Generate content
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response = model.generate_content(
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[
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prompt,
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genai.upload_file(input_path)
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],
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generation_config={
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"temperature": 1,
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"top_p": 0.95,
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)
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# Process response
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output_path = os.path.join(temp_dir, "result.png")
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for chunk in response:
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if chunk.candidates:
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for part in chunk.candidates[0].content.parts:
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if hasattr(part, 'inline_data'):
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with open(output_path, "wb") as f:
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f.write(part.inline_data.data)
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return jsonify({
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"success": True,
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"resultPath": output_path
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})
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return jsonify({"success": False, "message": "No valid image data found in response"})
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except Exception as e:
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return jsonify({"success": False, "message": str(e)})
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=7860)
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