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100-days-of-ml-code

100 Days of ML Coding

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autohome

汽车之家数据，各车型，参数配置。

cctsdb

CSUST Chinese Traffic Sign Detection Benchmark

centernet-opencv-onnxrun-cpp-py

分别使用OpenCV、ONNXRuntime部署CenterNet目标检测，包含C++和Python两个版本的程序

co-detr

[ICCV 2023] DETRs with Collaborative Hybrid Assignments Training

cplusplus-_implementation_of_introduction_to_algorithms

《算法导论》第三版中算法的C++实现

ddpm

PyTorch DDPM implementation

denoisingdiffusionprobabilitymodel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

easyanimate

📺 Generate your animation easily

endoslam

EndoSLAM Dataset and an Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearner

gst-nvidia-v4l2

gt4sd-core

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

hyper-kvasir

GitHub repository for the Hyper-Kvasir dataset.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

license-plate-detector_yolov5

基于Yolov5车牌检测,更快更准.

lw-detr

This repository is an official implementation of the paper "LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection".

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

mva-vitdet

openbilibili

openbilibili-go-common

嘘，不要问！我也不清楚这些是啥…

opencv-picture-to-excel

使用python-opencv识别图片中的表格数据转换为csv

openhdmap

An open HD map production process for autonomous car simulation

paddle3d

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.

pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images