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๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Models and examples built with TensorFlow
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.
YOLOv5 ๐ in PyTorch > ONNX > CoreML > TFLite
๐ธ๐ฌ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (Vโฆ
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
OpenMMLab Detection Toolbox and Benchmark
Code and documentation to train Stanford's Alpaca models, and generate the data.
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
You like pytorch? You like micrograd? You love tinygrad! โค๏ธ
Deezer source separation library including pretrained models.
We write your reusable computer vision tools. ๐
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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 โฆ
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
Convert Machine Learning Code Between Frameworks
Machine Learning Engineering Open Book