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Update app.py
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app.py
CHANGED
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@@ -11,21 +11,34 @@ client = None
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def initialize_client(api_key=None):
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global client
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api_key = os.getenv("TOGETHER_API_KEY")
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-
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def encode_image(image_path):
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def detect_accident(image_path):
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if client is None:
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initialize_client()
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prompt = "Determine if the radiator in the image shows signs of being involved in an accident or not."
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image_base64 = encode_image(image_path)
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messages = [
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{"role": "system", "content": prompt},
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{
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@@ -43,12 +56,13 @@ def detect_accident(image_path):
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max_tokens=10,
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temperature=0.5
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).choices[0].message["content"].strip()
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#
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return "accident" if "accident" in response.lower() else "not accident"
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except Exception as e:
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-
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# Gradio interface
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with gr.Blocks() as demo:
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def initialize_client(api_key=None):
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global client
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api_key = os.getenv("TOGETHER_API_KEY")
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if api_key:
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client = Together()
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print("Client initialized successfully.")
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else:
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print("API key not found. Please set TOGETHER_API_KEY environment variable.")
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def encode_image(image_path):
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try:
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with Image.open(image_path) as img:
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buffered = io.BytesIO()
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img.save(buffered, format="PNG")
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return base64.b64encode(buffered.getvalue()).decode("utf-8")
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except Exception as e:
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print(f"Error encoding image: {str(e)}")
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return None
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def detect_accident(image_path):
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if client is None:
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initialize_client()
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if client is None:
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return "Error: Client not initialized."
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prompt = "Determine if the radiator in the image shows signs of being involved in an accident or not."
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image_base64 = encode_image(image_path)
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if not image_base64:
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return "Error: Could not encode the image. Please try again with a different one."
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messages = [
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{"role": "system", "content": prompt},
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{
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max_tokens=10,
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temperature=0.5
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).choices[0].message["content"].strip()
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# Check if response contains "accident" or "not accident"
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return "accident" if "accident" in response.lower() else "not accident"
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except Exception as e:
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print(f"Error during model call: {str(e)}")
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return f"Error: Could not process the image. Please try again with a different one."
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# Gradio interface
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with gr.Blocks() as demo:
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