sakshee05 commited on
Commit
490e5ed
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1 Parent(s): 8e1a029

Update main.py

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Files changed (1) hide show
  1. main.py +6 -3
main.py CHANGED
@@ -138,8 +138,7 @@ Now, extract the core product name from the following:
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  {product_name}"""
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- @app.post("/openai/chat")
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- async def chat(product_name: str = Form(...)):
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  try:
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  logger.info(f"Processing product name: {product_name}")
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  completion = client.chat.completions.create(
@@ -207,6 +206,9 @@ async def segment_image(
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  @app.post("/segment/langsam")
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  async def segment_image(image_url: str = Form(...), text_prompt: str = Form(...)):
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  try:
 
 
 
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  logger.info(f"Starting LangSAM segmentation for image URL: {image_url} with prompt: {text_prompt}")
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  image_pil = load_image_from_url(image_url)
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  image_array = np.array(image_pil)
@@ -234,7 +236,8 @@ async def segment_image(image_url: str = Form(...), text_prompt: str = Form(...)
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  "mask_only": mask_only_b64,
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  "boxes": results[0]["boxes"].tolist(),
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  "scores": results[0]["scores"].tolist(),
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- "labels": results[0]["labels"]
 
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  }
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  logger.info("LangSAM segmentation completed successfully")
 
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  {product_name}"""
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+ def chat(product_name: str = Form(...)):
 
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  try:
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  logger.info(f"Processing product name: {product_name}")
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  completion = client.chat.completions.create(
 
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  @app.post("/segment/langsam")
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  async def segment_image(image_url: str = Form(...), text_prompt: str = Form(...)):
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  try:
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+ # process text prompt using openai chat
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+ text_prompt = chat(text_prompt)
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+
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  logger.info(f"Starting LangSAM segmentation for image URL: {image_url} with prompt: {text_prompt}")
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  image_pil = load_image_from_url(image_url)
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  image_array = np.array(image_pil)
 
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  "mask_only": mask_only_b64,
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  "boxes": results[0]["boxes"].tolist(),
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  "scores": results[0]["scores"].tolist(),
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+ "labels": results[0]["labels"],
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+ "product_tag": text_prompt
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  }
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  logger.info("LangSAM segmentation completed successfully")