deep-learning

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

Open deep learning compiler stack for Kendryte AI accelerators ✨

A minimalist SOTA LaTeX OCR model with only 20M parameters, running in browser. Full training pipeline available for self-reproduction. | 超轻量SOTA LaTeX公式识别模型，仅20M参数量，可在浏览器中运行。训练全流程代码开源，以便自学复现。

MIDI / symbolic music tokenizers for Deep Learning models 🎶

Awesome work on object 6 DoF pose estimation

tfts: Time Series Deep Learning Models in TensorFlow

A Change Detection Repo Standing on the Shoulders of Giants

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

A curated list of awesome things related to artificial intelligence tools

MONAI Label is an intelligent open source image labeling and learning tool.

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

Free and fully open-source L2 ADAS stack powered by End-to-End AI technology

Bagua Speeds up PyTorch

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

A pytorch library for graph and hypergraph computation.

Portuguese pre-trained BERT models

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

A medical imaging framework for Pytorch

基于PaddlePaddle实现端到端中文语音识别，从入门到实战，超简单的入门案例，超实用的企业项目。支持当前最流行的DeepSpeech2、Conformer、Squeezeformer模型

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

AI projects

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

Vision-and-Language Navigation in Continuous Environments using Habitat

A GPipe implementation in PyTorch

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

Implementation of MeshGPT, SOTA Mesh generation using Attention, in Pytorch

Github repo with tutorials to fine tune transformers for diff NLP tasks