Spaces:
Running
on
Zero
Running
on
Zero
Martin Tomov
commited on
Commit
•
ddec5aa
1
Parent(s):
caabd4b
playing around with cv2
Browse files
app.py
CHANGED
@@ -194,13 +194,12 @@ def detections_to_json(detections):
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def process_image(image):
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labels = ["insect"]
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original_image, detections = grounded_segmentation(image, labels, threshold=0.3, polygon_refinement=True)
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-
annotated_image = plot_detections(original_image, detections)
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yellow_background_with_insects = create_yellow_background_with_insects(np.array(original_image), detections)
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detections_json = detections_to_json(detections)
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json_output_path = "insect_detections.json"
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with open(json_output_path, 'w') as json_file:
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json.dump(detections_json, json_file, indent=4)
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-
return
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gr.Interface(
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fn=process_image,
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def process_image(image):
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labels = ["insect"]
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original_image, detections = grounded_segmentation(image, labels, threshold=0.3, polygon_refinement=True)
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yellow_background_with_insects = create_yellow_background_with_insects(np.array(original_image), detections)
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detections_json = detections_to_json(detections)
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json_output_path = "insect_detections.json"
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with open(json_output_path, 'w') as json_file:
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json.dump(detections_json, json_file, indent=4)
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+
return yellow_background_with_insects, json.dumps(detections_json, separators=(',', ':'))
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gr.Interface(
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fn=process_image,
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