ailia-ai/ailia-models

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2385 stars · 365 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of 400+ pre-trained state-of-the-art AI models (object detection, pose estimation, speech recognition, LLMs, image generation, and more) for the ailia SDK, all runnable through a uniform Python CLI. Weights download automatically and every model follows the same simple invocation pattern.

Use cases

• run object detection like yolox on images or video
• estimate human pose from a webcam feed
• remove image backgrounds with a pretrained model
• transcribe speech to text offline
• classify or segment images with state-of-the-art models
• run small LLMs locally for inference
• detect faces and recognize people in photos
• try anomaly detection on industrial images

When to choose

• you want to quickly demo or benchmark many different pretrained deep learning models with one consistent CLI
• you need cross-platform inference including edge devices like Raspberry Pi, Jetson, iOS, and Android
• you want automatic weight downloads and zero-configuration model runs
• you are exploring computer vision, audio, or NLP model capabilities before integrating them

When to avoid

• you need a production serving framework with REST/gRPC APIs rather than CLI scripts
• you require training or fine-tuning of models, since this repo focuses on inference only
• you are not using the ailia SDK runtime and prefer PyTorch, ONNX Runtime, or TensorFlow directly
• you need a permissive license guarantee, as the license is non-standard

Facets

library · maturity active

machine-learning deep-learning computer-vision image-processing audio-processing speech-recognition llm-inference cli object-storage deep-learning machine-learning computer-vision artificial-intelligence large-language-models image-processing developer-tools python windows cli cross-platform pretrained-models model-zoo inference ailia-sdk yolo pose-estimation image-segmentation face-recognition background-removal gan audio macos linux android ios

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