Nash973

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, ... 🧠

Distilling-Object-Detectors

Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation

iComMa

iComMa: Inverting 3D Gaussian Splatting for Camera Pose Estimation via Comparing and Matching

yolov5_obb

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

yolov8-pytorch_quantization

使用pytorch_quantization对yolov8进行量化

RDIoU

"Rethinking IoU-based Optimization for Single-stage 3D Object Detection", ECCV2022 accept!

LightGlue-ONNX

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

CADmium

A CAD program that runs in the browser

torch-model-compression

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

pykan

Kolmogorov Arnold Networks

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

geektime-books

:books: 极客时间电子书

yolov10

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

CPlusPlusThings

C++那些事

mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

YOLO-Tutorial-v2

autodistill-yolov8

YOLOv8 Target Model plugin for Autodistill

rt-thread

RT-Thread is an open source IoT Real-Time Operating System (RTOS).

python-parallel-programming-cookbook-cn

📖《Python Parallel Programming Cookbook》中文版

dask

Parallel computing with task scheduling

PythonRobotics

Python sample codes for robotics algorithms.

robotics-toolbox-python

Robotics Toolbox for Python

Bend

A massively parallel, high-level programming language

yolov5-6.0-distillation-master

目前，主流蒸馏模型采用方法为KD蒸馏、LD蒸馏或feature蒸馏，然蒸馏开源项目也较少。为此，我写了一份基于yolov5框架的蒸馏，并会有实验附带。该方法将会不断尝试论文方法，不断探索更有效的蒸馏方法。

yolov5-knowledge-distillation

implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5

yolov5-kd

知识蒸馏复现相关

Rotated-LD

Rotated Localization Distillation (CVPR 2022, TPAMI 2023)

jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.