Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Resnet.
and decode it into 32-bit floating point raw pixel values in [0, 255]. Randomly crop a rectangular region whose aspect ratio is randomly sampled in [3/4, 4/3] and area randomly sampled in [8%, 100%], then resize the cropped region into a 224×224 square image. Flip horizontally with 0.5 probability.