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ailia MODELS Flutter

A model library for flutter.

Requirements

  • flutter 3.19.6

Install and Run

git clone https://github.com/axinc-ai/ailia-models-flutter.git
flutter pub get
flutter run

Models

Audio Processing

Model Exported From Supported Ailia Version Blog
whisper Whisper Pytorch 1.2.10 and later JP

Image Classification

Model Exported From Supported Ailia Version Blog
resnet18 ResNet18 Pytorch 1.2.8 and later

Image Segmentation

Model Exported From Supported Ailia Version Blog
sam2 Segment Anything 2 Pytorch 1.2.16 and later

Large Language model

Model Exported From Supported Ailia Version Blog
gemma2 gemma-2-2b llama.cpp

Natural Language Processing

Model Exported From Supported Ailia Version Blog
multilingual-e5 multilingual-e5-base Pytorch 1.2.15 and later JP
fugumt-en-ja Fugu-Machine Translator Pytorch 1.2.9 and later JP
fugumt-ja-en Fugu-Machine Translator Pytorch 1.2.10 abd later

Object Detection

Model Exported From Supported Ailia Version Blog
yolox YOLOX Pytorch 1.2.6 and later EN JP

Text To Speech

Name Detail Exported From Supported Ailia Version Blog
tacotron2 Tacotron2 Pytorch 1.2.15 and later JP
gpt-sovits GPT-SoVITS Pytorch 1.4.0 and later JP

Import ailia SDK

This repository automatically downloads the ailia SDK.

When integrating the ailia SDK into a new application, add the following to pubspec.yaml.

  ailia:
    git:
      url: https://github.com/axinc-ai/ailia-sdk-flutter.git
      ref: main

  ailia_audio:
    git:
      url: https://github.com/axinc-ai/ailia-audio-flutter.git
      ref: main

  ailia_tokenizer:
    git:
      url: https://github.com/axinc-ai/ailia-tokenizer-flutter.git
      ref: main

  ailia_speech:
    git:
      url: https://github.com/axinc-ai/ailia-speech-flutter.git
      ref: main

  ailia_voice:
    git:
      url: https://github.com/axinc-ai/ailia-voice-flutter.git
      ref: main

  ailia_llm:
    git:
      url: https://github.com/axinc-ai/ailia-llm-flutter.git
      ref: main

Also, for macOS, it is necessary to set com.apple.security.app-sandbox to false in macos/Runner/Release.entitlements and macos/Runner/Debug.entitlements.