deep-learning

:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

Code for Motion Representations for Articulated Animation paper

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

Paper reading notes on Deep Learning and Machine Learning

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

code for deep learning courses

A toolbox for skeleton-based action recognition.

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

StarDist - Object Detection with Star-convex Shapes

The official implementation of Self-Play Fine-Tuning (SPIN)

An out-of-box human parsing representation extractor.

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

common in-memory tensor structure

A Framework for Encrypted Machine Learning in TensorFlow

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Real time emotion recognition

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

Maia is a human-like neural network chess engine trained on millions of human games.

A JavaScript library like PyTorch, with GPU acceleration.

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

Automatically find issues in image datasets and practice data-centric computer vision.

Videos, notes and experiments to understand deep learning

Neural Network Compression Framework for enhanced OpenVINO™ inference

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.