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Update app.py
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app.py
CHANGED
@@ -1,5 +1,6 @@
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import gradio as gr
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from ultralytics import YOLO
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def yoloV8_func(image: gr.Image = None):
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@@ -9,15 +10,15 @@ def yoloV8_func(image: gr.Image = None):
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masks_json = []
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for result in results:
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if result.masks:
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masks_json.append(result.masks.xy)
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return masks_json
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yolo_app = gr.Interface(
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fn=yoloV8_func,
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inputs=gr.Image(type="filepath", label="Input Image"),
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outputs=
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title="YOLOv8: Custom Instance segmentation on lettuce leafs",
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cache_examples=True,
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)
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import gradio as gr
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from ultralytics import YOLO
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import json
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def yoloV8_func(image: gr.Image = None):
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masks_json = []
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for result in results:
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if result.masks:
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masks_json.append([{"x": format(point[0], '.2f'), "y": format(point[1], '.2f')} for point in result.masks.xy[0]])
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json.dumps(masks_json[0])
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return masks_json
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yolo_app = gr.Interface(
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fn=yoloV8_func,
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inputs=gr.Image(type="filepath", label="Input Image"),
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outputs="json",
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title="YOLOv8: Custom Instance segmentation on lettuce leafs",
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cache_examples=True,
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)
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