hehongjie's repositories
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
auto-sklearn
Automated Machine Learning with scikit-learn
building2osm
Generates import files for OpenStreetMap with buliding footprints from Kartverket
CoaT
(ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers
crowdai_api
python client for interacting with the crowdAI.org webapp api
CvT-tf
Convolutional visions Transformer - implemented for Tensorflow
darmo
DARTS models pre-trained
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
keras-YOLOv3-model-set
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
LIP
Code and pretrained models for LIP: Local Importance-based Pooling (ICCV 19)
mlp-mixer-pytorch
An All-MLP solution for Vision, from Google AI
mmdetection
OpenMMLab Detection Toolbox and Benchmark
OPMask
Official implementation of the paper 'Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation' (ICCV 2021)
OREPA_CVPR2022
CVPR 2022 "Online Convolutional Re-parameterization"
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
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, etc.
projectRegularization
Regularization of Building Boundaries using Adversarial and Regularized losses
RefineMask
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features (CVPR 2021)
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
RS-building-regularization
Building Segmentation Post-processing -- Contour regularization.
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
SCASC
Sparse Constraint Adaptive Structure Consistency based Image Regression for Heterogeneous Remote Sensing Change Detection
SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Swin-Transformer-TF
Tensorflow implementation of Swin Transformer model.
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
XBNBlock
This project is the PyTorch implementation of our CVPR 2022 paper: