ailia-ai/ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
What it solves
This repository provides a comprehensive collection of pre-trained, state-of-the-art AI models optimized for use with the ailia SDK, a high-speed inference engine. It simplifies the process of deploying diverse AI capabilities—ranging from audio processing and speech recognition to action recognition and anomaly detection—across various platforms and hardware.
How it works
Models are exported from frameworks like PyTorch, TensorFlow, and OpenVINO and then integrated into the ailia SDK ecosystem. The SDK enables high-speed inference with GPU acceleration via Vulkan and Metal, supporting a wide array of operating systems (Windows, Mac, Linux, iOS, Android) and hardware (Jetson, Raspberry Pi).
Who it’s for
Developers looking to integrate advanced AI models into cross-platform applications without needing to build or optimize models from scratch, particularly those targeting edge devices or environments requiring high-speed inference.
Highlights
- Extensive Model Library: Over 400 verified models covering audio, speech, vision, and text.
- Cross-Platform Support: Compatible with multiple OSs and hardware, including mobile and single-board computers.
- Broad Language Bindings: Available for C++, Python, Unity (C#), Kotlin, Rust, and Flutter.
- Hardware Acceleration: Utilizes Vulkan and Metal for GPU-accelerated inference.