wanghonglie

free-programming-books

:books: Freely available programming books

tensorflow

An Open Source Machine Learning Framework for Everyone

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

paper-reading

深度学习经典、新论文逐段精读

Swin-Transformer

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

MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

mmcv

OpenMMLab Computer Vision Foundation

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

zjuthesis

Zhejiang University Graduation Thesis LaTeX Template

CenterTrack

Simultaneous object detection and tracking using center points.

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Statistical-Learning-Methods

Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现

CodeVar

生成可用的代码变量 (CodeVar that return u a better variable from Chinese to English . )

ATSS

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

OWOD

(CVPR 2021 Oral) Open World Object Detection

YOLOF

RepPoints

Represent Visual Objects by Point Sets

do-you-even-need-attention

Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)

trackformer

Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]

convit

Code for the Convolutional Vision Transformer (ConViT)

ConditionalDETR

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

DETReg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

HFC

Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

RelationNet2

RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder