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@ -41,11 +41,13 @@ Reflection | 50% probability (horizontal-only)
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H**S**V Saturation | +/- 50%
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HS**V** Intensity | +/- 50%
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![Alt](https://github.com/ultralytics/yolov3/blob/master/data/coco_augmentation_examples.jpg "coco image augmentation")
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# Inference
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Checkpoints are saved in `/checkpoints` directory. Run `detect.py` to apply trained weights to an image, such as `zidane.jpg` from the `data/samples` folder, shown here.
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![Alt](https://github.com/ultralytics/yolov3/blob/master/data/zidane_result.jpg "inference example")
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# Testing
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