liqingyang321's repositories
deep_learning_object_detection
A paper list of object detection using deep learning.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
awesome-image-registration
image registration related books, papers, videos, and toolboxes
awesome-object-detection-in-aerial-images
A curated list of awesome resources for generic object detection in aerial images.
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
benchmarking-gnns
Repository for benchmarking graph neural networks
Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
cnn-registration
A image registration method using convolutional neural network features.
CVPR2021-Paper-Code-Interpretation
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
CVPR2021-Papers-with-Code
CVPR 2021 论文和开源项目合集
darknet
Convolutional Neural Networks
detrex
detrex is a research platform for Transformer-based Object Detection algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (arXiv 2022), H-DETR (arXiv 2022), MaskDINO (arXiv 2022), etc.
ESRGAN
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
GNNPapers
Must-read papers on graph neural networks (GNN)
ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
image-matching-benchmark
Public release of the Image Matching Benchmark: https://image-matching-challenge.github.io
Image-Registration
Image registration algorithm. Includes SIFT, SAR-SIFT,PSO-SIFT.
Jittor-MLP
Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, ConvMixer, SwinMLP, RepMLPNet, WaveMLP, MorphMLP, DynaMixer, MS-MLP, Sequencer2D in Jittor and PyTorch! Now, Rearrange and Reduce in einops.layers.jittor are support!! trunc_normal_ is supported for Jittor!! MLP Paper is uploaded!
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmrotate
OpenMMLab Rotated Object Detection Toolbox and Benchmark
mmyolo
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
RGBD-semantic-segmentation
A paper list of RGBD semantic segmentation (processing)
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite