ImageNet

A large-scale visual recognition dataset containing 14 million images across 20,000+ categories. ImageNet pre-training established the paradigm of transfer learning in computer vision. In robotics, ImageNet-pre-trained CNNs (ResNet, EfficientNet) serve as default visual encoders. The features learned from ImageNet classification transfer surprisingly well to robot perception tasks.