KevinPanJun

CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

CenterNet2

Two-stage CenterNet

CoordAttention

Code for our CVPR2021 paper coordinate attention

PixPro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

nfnets_pytorch

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

pixel-level-contrastive-learning

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

vision

Datasets, Transforms and Models specific to Computer Vision

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

DCNv2

Deformable Convolutional Networks v2 with Pytorch

FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

KD_Lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

PyTorch_YOLOv4

PyTorch implementation of YOLOv4

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

DetectoRS

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

MTBook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

pose-animator

opencv

Open Source Computer Vision Library

models

A collection of pre-trained, state-of-the-art models in the ONNX format

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

ShuffleNet-Series

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach