Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Core deep-learning frameworks and libraries for pretraining and distributed training.
Signals: deep-learning, neural-network, pytorch, tensorflow, jax, distributed-training, training, deepspeed
2,663 results
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
TensorFlow implementation of ENet
Official code for CVPR 2022 (Oral) paper "Deep Visual Geo-localization Benchmark"
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
[WACV23] A strong baseline for body part-based person re-identification
PyTorch Implementation of Compact Generalized Non-local Network [NIPS'18]
Implemented and improved the iTracker model proposed in the paper "Eye Tracking for Everyone"
DeepI2P: Image-to-Point Cloud Registration via Deep Classification. CVPR 2021
State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.
[ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
Repo about neural networks for images handling
This is a warehouse for MobileNetV4-Pytorch-model, can be used to train your image-datasets for vision tasks.
Codes for weekly challenges on Deep Learning by Siraj
FASHN VTON v1.5: Efficient Maskless Virtual Try-On in Pixel Space
Human action classification system with pose-based (MediaPipe) and video-based (3D CNN) models. Features 100+ architectures for real-time pose classification and temporal models pretrained on UCF-101/HMDB51.
On the "steerability" of generative adversarial networks
Search images with a text or image query, using Open AI's pretrained CLIP model.
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Non-official Pytorch implementation of the CREStereo(CVPR 2022 Oral).
دوره جامع یادگیری عمیق با Tensorflow و Keras
互联网大厂面试经验
PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
:fire: [CVPR 2020] STEFANN: Scene Text Editor using Font Adaptive Neural Network (official code).
24,545 repositories in the index in total.
