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WaveNet vocoder

A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection.

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

An extension of Open3D to address 3D Machine Learning tasks

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

PyTorch implementation of SENet

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

The Natural Language Decathlon: A Multitask Challenge for NLP

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Run Mixtral-8x7B models in Colab or consumer desktops

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Source-to-Source Debuggable Derivatives in Pure Python

pytorch implementation of openpose including Hand and Body Pose Estimation.

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

[CVPR 2025] MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Paper Lists for Graph Neural Networks

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Collect some World Models for Autonomous Driving (and Robotic, etc.) papers.

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM, Finer-CAM, LeGrad, RefineCAM)

A platform for reproducible world model research and evaluation

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

A TensorFlow & Deep Learning online course I taught in 2016

Deep Reinforcement Learning: Zero to Hero!

A clear, concise, simple yet powerful and efficient API for deep learning.

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

深度有趣

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

A library for training and deploying machine learning models on Amazon SageMaker

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀

Tracking Any Point (TAP)

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Multi-Task Deep Neural Networks for Natural Language Understanding

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

An open source library and framework for deep learning on satellite and aerial imagery.

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

A Unified Face Analysis Library for Python