When JPEGs Go Undercover as PNGs: ImageNet's Covert Ops
ImageNet dataset has many issues and most framework have just worked around to hide it. For example, several images have EXIF data that is unloadable with PIL. One image n02105855_2933.JPEG is actually PNG! PyTorch reads the header to determine JPEG or PNG instead of file ext.