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3d-machine-learning

A resource repository for 3D machine learning

3d-point-clouds

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

3d-recgan-extended

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3dreconstruction

3D reconstruction, sfm with Python3

ai_line

《sql必知必会》 《算法图解》 《Tensorflow 实战Google深度学习框架》 《推荐系统实践》《Python数据采集》 《机器学习实战》 《统计学习方法》

alignedreid-re-production-pytorch

Reproduce AlignedReID: Surpassing Human-Level Performance in Person Re-Identification, using Pytorch.

alphatree-graphic-deep-neural-network

机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

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, ... 🧠

arima

Simple python example on how to use ARIMA models to analyze and predict time series.

awesome_video_person_reid

papers collection and understanding for video person re-identification

bearing_detection_by_conv1d

c3dpo_nrsfm

C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion.

computervisiondatasets

cpp-primer

C++ Primer 5 answers

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

developer2gwy

公务员从入门到上岸，最佳程序员公考实践教程

distributionnet

embeddingnet

Embeddings learning using Siamese and Triplets for image classification

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

fat

[Preprint] "In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation" by Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang

finance_news_analysis

金融新闻数据挖掘分析

graphx-conv

Official implementation of GraphX-Convolution

hand_gesture

Hand gesture recognition and segmentation

handpose_x

手部21个关键点检测，二维手势姿态，手势识别，pytorch,handpose

handpose_x-paddle

基于Paddle的手势关键点检测

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

hmd

Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation (CVPR2019 Oral)