CopyCat Masterclass | 13. Refine Your Model for Better Results
47What to do if your trained CopyCat model falls short of expectations? Discover two simple steps to enhance quality. First, if the model still improves according to the loss graph but doesn't work on all frames, consider training for more steps by increasing epochs and resuming training. Second, if the model fails on specific frames, identify differences in angles, lighting, blur, or occlusion, and add new training data to address these challenges. Whether by adding full frames or augmentations, these steps can improve your model's quality.
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