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--- |
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license: cc-by-4.0 |
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library_name: ultralytics |
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pipeline_tag: object-detection |
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inference: false |
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tags: |
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- roboflow |
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- hand_gesture |
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--- |
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# Yolov8x Tuned to Hand Gestures |
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Yolo v8x Finetuned on the [hand gestures roboflow dataset.](https://universe.roboflow.com/hand-gestures-recognition/hand-gestures-dataset) |
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## Inference |
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```py |
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from ultralyticsplus import YOLO, render_result |
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# load model |
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model = YOLO('lewiswatson/yolov8x-tuned-hand-gestures') |
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# set image |
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image = 'https://thumbs.dreamstime.com/b/young-man-showing-peace-sign-isolated-over-yellow-background-133210696.jpg' |
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# perform inference |
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results = model.predict(image) |
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# observe results |
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print(results[0].boxes) |
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render = render_result(model=model, image=image, result=results[0]) |
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render.show() |
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``` |
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## Training Parameters |
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Trained using [Ultralytics](https://ultralytics.com/) and [Ultralyticsplus](https://pypi.org/project/ultralyticsplus/). |
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- Epochs: 10 |
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- Optimiser: SGD |
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- Patience 50 |
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- Imgsz: 640 |
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- Batch: -1 |
