olcaybuyan

ohmyzsh

🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

stable-diffusion

A latent text-to-image diffusion model

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

faiss

A library for efficient similarity search and clustering of dense vectors.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

vision_transformer

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

metaseq

Repo for external large-scale work

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

FasterTransformer

Transformer related optimization, including BERT, GPT

donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

StarSpace

Learning embeddings for classification, retrieval and ranking.

Objectron

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

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

DeBERTa

The implementation of DeBERTa

arcface-pytorch

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

retinaface

RetinaFace: Deep Face Detection Library for Python

Cilicon

🛠️ Self-Hosted ephemeral macOS CI on Apple Silicon

Compact-Transformers

Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

torchrs

PyTorch implementation of popular datasets and models in remote sensing

image_similarity

PyTorch Blog Post On Image Similarity Search

ldm-finetune

Home of `erlich` and `ongo`. Finetune latent-diffusion/glid-3-xl text2image on your own data.

ZeroShotVideoClassification

Zero-shot video classification by end-to-end training of 3D convolutional neural networks

numpy.net

A port of NumPy to .Net

Pytorch_Face_Recognition-

Pytorch implementation of mainstream face recognition algorithms(ArcFace, CosFace).

MobileFaceNet_Tutorial_Pytorch

This repo illustrates how to implement MobileFaceNet and Arcface for face recognition task

whisperer

generate granular word-level captions in srt format

rust-chromium-azure-functions-crawler-poc

PoC of a crawler/scraper built with Rust and Chromium to pre-render and scrape websites. Can be hosted on Azure Functions or standalone!