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I was getting this error:
FileNotFoundError: [Errno 2] No such file or directory: 'datasets/crowdhuman/CrowdHuman_val/284193,33640003781bc86.jpg'
because train annotation file contained path to annotations of 26787 images and I had only 1080 images in train folder.
Similarly, it was the case for validation annotation file paths and the actual number of images available.