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Running
on
Zero
Running
on
Zero
Update app.py
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app.py
CHANGED
@@ -1,13 +1,12 @@
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import gradio as gr
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def yolov9_inference(
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"""
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Load a YOLOv9 model, configure it, perform inference on an image, and optionally adjust
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the input size and apply test time augmentation.
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:param model_path: Path to the YOLOv9 model file.
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:param device: Computation device, 'cpu' or 'cuda'.
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:param conf_threshold: Confidence threshold for NMS.
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:param iou_threshold: IoU threshold for NMS.
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:param img_path: Path to the image file.
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@@ -18,14 +17,14 @@ def yolov9_inference(model_path, device, conf_threshold, iou_threshold, img_path
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import yolov9
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# Load the model
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model = yolov9.load(model_path, device=
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# Set model parameters
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model.conf = conf_threshold
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model.iou = iou_threshold
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# Perform inference
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results = model(img_path, size=
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# Optionally, show detection bounding boxes on image
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save_path = 'output/'
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import gradio as gr
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def yolov9_inference(img_path, model_path,image_size, conf_threshold, iou_threshold):
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"""
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Load a YOLOv9 model, configure it, perform inference on an image, and optionally adjust
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the input size and apply test time augmentation.
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:param model_path: Path to the YOLOv9 model file.
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:param conf_threshold: Confidence threshold for NMS.
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:param iou_threshold: IoU threshold for NMS.
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:param img_path: Path to the image file.
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import yolov9
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# Load the model
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model = yolov9.load(model_path, device="cpu")
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# Set model parameters
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model.conf = conf_threshold
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model.iou = iou_threshold
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# Perform inference
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results = model(img_path, size=image_size)
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# Optionally, show detection bounding boxes on image
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save_path = 'output/'
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