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syurein
commited on
Commit
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48a4145
1
Parent(s):
53952f9
moondreamも引っかかたので削除
Browse files- LLM_package.py +1 -36
LLM_package.py
CHANGED
@@ -1,45 +1,10 @@
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from google import genai
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import json
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import os
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from PIL import Image
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from dotenv import load_dotenv
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load_dotenv()
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class MoondreamInference:
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def __init__(self, api_key=None):
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if api_key is None:
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api_key = os.getenv('MOONDREAM_API_KEY')
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self.model = md.vl(api_key=api_key)
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def get_response(self, image_path, prompt):
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"""
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COCOEvaluator は get_response を呼ぶので、
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ここで Moondream の detect を内部で呼び、結果を JSON文字列で返す
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"""
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image = Image.open(image_path)
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cat = list(prompt) # prompt を直接カテゴリ名に使う
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result = self.model.detect(image, list(cat)[0])
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# Moondream はすでに dict なので JSON にして返す
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return json.dumps(result["objects"])
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def parse_response(self, resp_text):
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"""
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get_response で返した JSON文字列をパースし、
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Gemini と同じ形式の list[dict] に揃える
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"""
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detections = json.loads(resp_text)
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parsed = []
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for obj in detections:
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parsed.append({
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"label": obj.get("label", "object"), # ない場合もあるかも
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"box_2d": [
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obj["y_min"], obj["x_min"],
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obj["y_max"], obj["x_max"]
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]
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})
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return parsed
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class GeminiInference:
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from google import genai
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+
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import json
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import os
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from PIL import Image
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from dotenv import load_dotenv
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load_dotenv()
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class GeminiInference:
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