Shypd.aiThe largest open index of AI toolsawesome-image-classification is a Research & Education tool that curates deep learning image classification papers and codes. It provides a comprehensive list of resources for researchers and engineers in the field.
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awesome-image-classification is a curated list of deep learning image classification papers and their corresponding code implementations, primarily focusing on advancements since 2014. Inspired by other 'awesome' lists in computer vision, this repository aims to serve as a valuable resource for individuals delving into image classification, especially beginners. It features a performance table detailing top-1 and top-5 accuracy on ImageNet for various convolutional networks, along with publication details. The collection includes seminal works like VGG, GoogleNet, ResNet, and more recent architectures such as EfficientNet and ViT, providing direct links to their PDF papers and code repositories (official and unofficial implementations across different frameworks like PyTorch, Keras, and TensorFlow).
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