deep learning for image processing including classification and object-detection etc.

pytorch实现MaxViT，可以在ImageNet或自己的数据集上训练，支持apex混合精度，各种图像增强技术

A Tutorial on Neural Networks and Activation Functions

[ICLR2022] official implementation of UniFormer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

Repo to accompany paper "Edge of Chaos as A Guiding Principle for Modern Neural Network Training"

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Implementation of ViViT: A Video Vision Transformer

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

Code release for ConvNeXt model

中文医学知识图谱命名实体识别，包括bi-LSTM+CRF，transformer+CRF等模型

Datasets, Transforms and Models specific to Computer Vision

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

Unsupervised video summarization with deep reinforcement learning (AAAI'18)

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

This repo contains the Pytorch implementation of the AAAI'18 paper - Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward.

paper implementation for the Machine Learning for Computer Vision lecture