A curated list of references for MLOps

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …

Datasets, Transforms and Models specific to Computer Vision

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

Web interface for browsing, search and filtering recent arxiv submissions

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

Leave One Feature Out Importance

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Robust Speech Recognition via Large-Scale Weak Supervision

Python logging made (stupidly) simple

Python Stream Processing

Roadmap for Data Science

Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

Foundation Architecture for (M)LLMs

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Image Test Time Augmentation with PyTorch!

A collection of libraries to optimise AI model performances

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

An extremely fast Python linter and code formatter, written in Rust.

🔍 AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your da…

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

The platform for building AI from enterprise data

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

aim-mlflow integration

Techniques for deep learning with satellite & aerial imagery

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open sour…

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.