Repository Index

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

• segmentation
• image-processing
• pspnet
• unet

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

• nlp
• natural-language-processing
• natural-language-understanding
• language-model

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

• inference
• deep-learning
• openvino
• ai

Content aware image resize library

• seam-carving
• image-processing
• image-resize
• edge-detection

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

Open source annotation tool for machine learning practitioners.

• natural-language-processing
• machine-learning
• annotation-tool
• python

TranslatedTranslate manga/image: one-click translation of text in all kinds of images https://cotrans.touhou.ai/ (no longer working)

• manga
• anime
• ocr
• deep-learning

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

• natural-language-processing
• nlp
• nlp-parsing
• named-entity-recognition

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

• python
• machine-learning
• natural-language-processing
• web-mining

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

• python
• nlp
• natural-language-processing
• machine-learning

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

• nlp
• nlu
• nodejs
• sentiment-analysis

🌊 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

State of the Art Natural Language Processing

• nlp
• natural-language-processing
• spark
• pyspark

Accelerated deep learning R&D

• deep-learning
• reinforcement-learning
• machine-learning
• computer-vision

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

• deep-learning
• speech
• speech-recognition
• speech-to-text

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

• vulkan
• vulkan-compute
• vulkan-example
• vulkan-tutorial

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

• machine-translation
• reading-list

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

• machine-learning
• natural-language-processing
• tensorflow
• deep-learning

Optax is a gradient processing and optimization library for JAX.

• machine-learning
• optimization

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

• audio
• sound
• data-augmentation
• augmentation

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON, SVE for ARM, HVX for Hexagon

• simd
• avx
• neon
• image-processing

A curated list of speech and natural language processing resources

Python Stream Processing

• python
• stream-processing
• rust
• data-engineering