/AIAS

AIAS (AI Accelerator Suite) is an accelerator suite for AI algorithm implementation, consisting of over 100 projects including SDKs, platform engines, and scenario suites.

Primary LanguageJavaApache License 2.0Apache-2.0

Author: Calvin Mail: 179209347@qq.com

AIAS (AI Accelerator Suite)

  • AIAS provides capabilities:
1. SDK: includes support for various model hubs and GitHub preferred models.
2. Platform engine: includes API platform engine, search engine, training engine, edge computing engine, etc.
3. Scene suite: includes suites for various scenes such as ToB, ToC, and ToG, such as the biomedicine suite.

Project List:

    1. image_sdks
1) Toolbox series: image processing toolbox (static image).
  2) Object detection: object detection, object tracking, face detection & recognition.
  3) Image segmentation: image segmentation, remote sensing images, medical images.
  4) Behavior analysis: behavior recognition, pose estimation.
  5) GAN: super resolution, motion-driven, style transfer, image generation.
  6) Other categories: OCR, SLAM, depth estimation, autonomous driving, reinforcement learning, video understanding, image fusion, image retrieval, etc.
      ...
    1. nlp_sdks
  1) Toolbox series: Tokenizer, sentencepiece, fastText, npy/npz file processing, etc.
  2) Text generation
  3) Word vectors
  4) Machine translation
  5) Semantic model
  6) Emotional analysis
  7) Syntactic analysis
  8) Lexical analysis
  9) Text review
      ...
    1. audio_sdks
  1) Toolbox series: phoneme toolbox, librosa, java sound, javacv ffmpeg, fft, vad toolbox, etc.
  2) Sound cloning
  3) Speech synthesis
  4) Voiceprint recognition
  5) Speech recognition
      ...
    1. engine_hub
  1) Training engine
  2) Search engine
  3) API capability platform
      ...
    1. suite_hub
1) ToB: question and answer system, etc.
  2) Biomedicine
  3) Digital virtual humans
  4) AI content generation (image generation: stable diffusion)
      ...

Other open source projects:

1. quantum computing

2. AI + biomedicine

3. AI desktop Apps