heiyuxiaokai

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

onnx-simplifier

Simplify your onnx model

FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

whu-thesis

:memo: 武汉大学毕业论文 LaTeX 模版 2024

SoftTeacher

Semi-Supervised Learning, Object Detection, ICCV2021

FreeAnchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

RosettaStone

Hearthstone simulator using C++ with some reinforcement learning

cvpods

All-in-one Toolbox for Computer Vision Research.

gmm-torch

Gaussian mixture models in PyTorch.

FPN_Tensorflow

A Tensorflow implementation of FPN detection framework.

Remote-Sensing-RVSA

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

unbiased-teacher

PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection

FPN_Tensorflow

This is a tensorflow re-implementation of Feature Pyramid Networks for Object Detection.

RetinaNet_Tensorflow_Rotation

Focal Loss for Dense Rotation Object Detection

veGiantModel

RoITransformer_DOTA

DELG

Pytorch Implementation of Unifying Deep Local and Global Features for Image Search (DELG)

DenseTeacher

DenseTeacher: Dense Pseudo-Label for Semi-supervised Object Detection

DSL

CVPR2022 paper "Dense Learning based Semi-Supervised Object Detection"

SOOD

[CVPR 2023] SOOD: Towards Semi-Supervised Oriented Object Detection

Pseudo-IoU-for-Anchor-Free-Object-Detection

Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection

gaussianMixtureModel

GPU Accelerated Expectation Maximization for Gaussian Mixture Models using CUDA