Spaces:
Sleeping
Sleeping
IZERE HIRWA Roger
commited on
Commit
Β·
f5cfe82
1
Parent(s):
46331c0
09
Browse files
app.py
CHANGED
@@ -17,6 +17,7 @@ import numpy as np
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from PIL import Image
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from flask import Flask, request, send_file
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from flask_cors import CORS
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import torch
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from groundingdino.util.inference import load_model, predict
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@@ -38,6 +39,7 @@ predictor = SamPredictor(sam)
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# βββ Flask app ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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app = Flask(__name__)
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CORS(app)
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def segment(image_pil: Image.Image, prompt: str):
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# Use the proper image preprocessing for GroundingDINO
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@@ -86,9 +88,11 @@ def segment_endpoint():
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image_pil = Image.open(image.stream).convert("RGB")
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mask = segment(image_pil, prompt)
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except ValueError as e:
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return {"error": str(e)}, 422
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except Exception as e:
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overlay = request.args.get("overlay", "false").lower() == "true"
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if overlay:
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@@ -109,6 +113,4 @@ if __name__ == "__main__":
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parser.add_argument("--host", default="127.0.0.1")
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parser.add_argument("--port", default=7860, type=int)
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args = parser.parse_args()
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app.run(host=args.host, port=args.port)
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args = parser.parse_args()
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app.run(host=args.host, port=args.port)
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from PIL import Image
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from flask import Flask, request, send_file
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from flask_cors import CORS
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import logging
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import torch
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from groundingdino.util.inference import load_model, predict
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# βββ Flask app ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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app = Flask(__name__)
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CORS(app)
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app.config["DEBUG"] = True
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def segment(image_pil: Image.Image, prompt: str):
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# Use the proper image preprocessing for GroundingDINO
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image_pil = Image.open(image.stream).convert("RGB")
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mask = segment(image_pil, prompt)
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except ValueError as e:
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app.logger.error(f"ValueError: {e}")
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return {"error": str(e)}, 422
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except Exception as e:
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app.logger.exception("Exception in /segment endpoint")
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return {"error": str(e)}, 500 # Return actual exception message
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overlay = request.args.get("overlay", "false").lower() == "true"
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if overlay:
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parser.add_argument("--host", default="127.0.0.1")
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parser.add_argument("--port", default=7860, type=int)
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args = parser.parse_args()
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app.run(host=args.host, port=args.port, debug=True)
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