wolterlw

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Sourcetrail

Sourcetrail - free and open-source interactive source explorer

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

pifuhd

High-Resolution 3D Human Digitization from A Single Image.

NoiseTorch

Real-time microphone noise suppression on Linux.

fawkes

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

silero-models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

pyrogram

Elegant, modern and asynchronous Telegram MTProto API framework in Python for users and bots

silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

video-object-removal

Just draw a bounding box and you can remove the object you want to remove.

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

omegaconf

Flexible Python configuration system. The last one you will ever need.

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

Self-Correction-Human-Parsing

An out-of-box human parsing representation extractor.

minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

notion-search-alfred-workflow

An Alfred workflow to search Notion with instant results

transforms3d

3 dimensional spatial transformations

record3d

Accompanying library for the Record3D iOS app (https://record3d.app/). Allows you to receive RGBD stream from iOS devices with TrueDepth camera(s).

Human-Pose-Estimation-101

Basics of 2D and 3D Human Pose Estimation.

jut

Render Jupyter notebook in the terminal

SemTorch

perceiver-io

Unofficial implementation of Perceiver IO

pose

Library for viewing, augmenting, and handling .pose files

resize_network_cv

PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets

flyvec

A biologically inspired method to create sparse, binary word vectors

fasterai1

FasterAI: A repository for making smaller and faster models with the FastAI library.

arcfile

ARC file: A data format for 3D vision researchers and developers