Zero Shot Learning, Computer Vision, NLP, Pytorch, Machine Learning.
is first opened and converted to RGB format, then preprocessed and unsqueezed. The resulting image features are also normalized. with torch.no_grad(), torch.cuda.amp.autocast(): for image in tqdm(validation_files): image = preprocess( Image.open(image).convert("RGB") ).unsqueeze(0) image_features =