250 Open source projects that are alternatives of or similar to Class Balanced Loss

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

Python scripts for performing object detection with the 1000 labels of the ImageNet dataset in ONNX. The repository combines a class agnostic object localizer to first detect the objects in the image, and next a ResNet50 model trained on ImageNet is used to label each box.

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

[CVPR2020] "Detecting Attended Visual Targets in Video"

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Reimplementing cool papers in PyTorch...

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet

TensorFlow ImageNet - Training and SOTA checkpoints

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

A Harder ImageNet Test Set (CVPR 2021)

The official pytorch implemention of the CVPR paper "Temporal Modulation Network for Controllable Space-Time Video Super-Resolution".

🔥 Reproducibly benchmarking Keras and PyTorch models

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

PyTorch implementation of PNASNet-5 on ImageNet

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

Open Set Recognition

Code for "Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views" in CVPR'19

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

A light-weight, power efficient, and general purpose convolutional neural network

Pixel Consensus Voting for Panoptic Segmentation (CVPR 2020)

VDSR (CVPR2016) pytorch implementation

PyTorch to Keras model convertor

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

Attending to Discriminative Certainty for Domain Adaptation

Segmentation models with pretrained backbones. PyTorch.

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

code for "Neural Cages for Detail-Preserving 3D Deformations"

Comparison of famous convolutional neural network models

Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.

Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

CVPR 2022: Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?

Unofficial PyTorch Reimplementation of RandAugment.

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

ImageNet pre-trained models with batch normalization for the Caffe framework