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Runtime error
BoukamchaSmartVisions
commited on
Commit
•
acef008
1
Parent(s):
f44b506
Refactor yolov10_inference and yolov10_video_inference to take a single argument containing all inputs.
Browse files
app.py
CHANGED
@@ -31,7 +31,8 @@ category_dict = {
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}
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@spaces.GPU(duration=200)
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-
def yolov10_inference(
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model_path = download_models(model_id)
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model = YOLOv10(model_path)
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results = model(source=image, imgsz=image_size, iou=iou_threshold, conf=conf_threshold, verbose=False)[0]
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@@ -45,7 +46,8 @@ def yolov10_inference(image, model_id, image_size, conf_threshold, iou_threshold
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return annotated_image
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-
def yolov10_video_inference(
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model_path = download_models(model_id)
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model = YOLOv10(model_path)
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@@ -133,8 +135,14 @@ def app():
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output_image = gr.Image(type="numpy", label="Annotated Image", visible=True)
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output_video = gr.Video(label="Annotated Video", visible=False)
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yolov10_infer.click(
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fn=
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inputs=[
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image_or_video,
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image,
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@@ -186,7 +194,7 @@ def app():
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0.45,
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],
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],
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fn=
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inputs=[
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image_or_video,
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image,
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}
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@spaces.GPU(duration=200)
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+
def yolov10_inference(inputs):
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image, model_id, image_size, conf_threshold, iou_threshold = inputs[1], inputs[2], inputs[3], inputs[4], inputs[5]
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model_path = download_models(model_id)
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model = YOLOv10(model_path)
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results = model(source=image, imgsz=image_size, iou=iou_threshold, conf=conf_threshold, verbose=False)[0]
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return annotated_image
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+
def yolov10_video_inference(inputs):
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video, model_id, image_size, conf_threshold, iou_threshold = inputs[2], inputs[3], inputs[4], inputs[5], inputs[6]
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model_path = download_models(model_id)
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model = YOLOv10(model_path)
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output_image = gr.Image(type="numpy", label="Annotated Image", visible=True)
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output_video = gr.Video(label="Annotated Video", visible=False)
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def process_inputs(inputs):
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if inputs[0] == "Image":
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return yolov10_inference(inputs)
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else:
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return yolov10_video_inference(inputs)
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yolov10_infer.click(
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fn=process_inputs,
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inputs=[
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image_or_video,
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image,
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0.45,
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],
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],
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fn=process_inputs,
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inputs=[
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image_or_video,
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image,
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