CopyCat Masterclass | 10. Crop Size: Balancing Context and Efficiency
29Discover the impact of crop size on training efficiency and accuracy. Crop size determines the portion of input and ground truth frames processed during training. For tasks like blemish removal, larger crop sizes provide more context, aiding in distinguishing specific areas. Smaller crop sizes, suitable for pixel-based effects like upscaling, train faster with less memory. Conversely, complex tasks like face editing need larger crops for context. Balance crop size to suit your task's needs for optimal training results.
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00:00 Introduction
00:13 What is the crop size?
00:32 Why is crop size important?
02:18 Summary - Crop size
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