Repository Index

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

• computer-vision
• deep-learning
• deep-neural-networks
• machine-learning

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongoing development and maintenance by t2k.

• ocr
• deep-learning
• document-recognition
• text-detection

A list of popular github projects related to deep learning

• deep-learning
• machine-learning
• tensorflow
• pytorch

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

• anomaly-localization
• anomaly-segmentation
• anomaly-detection
• unsupervised-learning

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

• deep-learning
• pytorch
• speaker-adaptation
• speech-synthesis

Train and evaluate embeddings for similarity search with PyTorch. Includes contrastive losses, hard example mining, samplers, and retrieval metrics.

• metric-learning
• deep-learning
• computer-vision
• machine-learning

A curated list of data science blogs

• data-science
• machine-learning

TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]

• book
• lihang
• statistical-learning-methods
• machine-learning

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

• python
• attack
• adversarial-machine-learning
• poisoning

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

• python
• ai
• data-science
• data-visualization

Chronos: Pretrained Models for Time Series Forecasting

• forecasting
• large-language-models
• llm
• machine-learning

Hide screen when boss is approaching.

• machine-learning
• cnn
• deep-learning
• opencv

Setup and customize deep learning environment in seconds.

• deep-learning
• jupyter
• lasagne
• caffe

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

• tensorflow
• deep-learning
• reinforcement-learning
• neural-networks

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

• deep-neural-networks
• deep-learning
• object-detection
• anchor-free

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

• audio
• machine-learning
• signal-processing
• audio-data

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

XLNet: Generalized Autoregressive Pretraining for Language Understanding

• tensorflow
• nlp
• deep-learning

Standard and Advanced Demos for learn.cantrill.io courses

🌊 Online machine learning in Python

• incremental-learning
• machine-learning
• python
• online-learning

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• tensorflow
• graph
• darknet
• deep-learning

An Industrial Grade Federated Learning Framework

• fate
• machine-learning
• federated-learning
• privacy-preserving

TranslatedCollection of Open Source Projects Related to GPT, a collection of GPT-related open source projects 🚀, curated selection 🔥🔥

• aigc
• chatgpt
• gpt
• gpt4

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

• lightweight
• machine-learning
• midi
• music