Darkmyter

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

finetuner

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

Comprehensive_reID_Baseline

This is a repository for organizing codes related to re-identification (especially state-of-the-art reid methods).

Person-reID-Evaluation

GOM：New Metric for Re-identification. 👉GOM explicitly balances the effect of performing retrieval and verification into a single unified metric.

awesome-mlops

A curated list of references for MLOps

ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

AI-Product-Index

A curated index to track AI-powered products.

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

nn-zero-to-hero

Neural Networks: Zero to Hero

mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

instruct-pix2pix

supervision

We write your reusable computer vision tools. 💜

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ML-Papers-Explained

Explanation to key concepts in ML

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

deit

Official DeiT repository

DMLS_cheat_sheets

Cheat sheets based on each chapter of Chip Huyen's "Designing Machine Learning Systems"

sane_tikz

Reconquer the canvas: beautiful Tikz figures without clunky Tikz code

ColossalAI

Making large AI models cheaper, faster and more accessible

lm-evaluation-harness

A framework for few-shot evaluation of language models.