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v0.4.0

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@kory kory released this 19 Mar 17:21
· 35 commits to main since this release

New Additions

  • Added Android sample applications for Super Resolution and Image Classification under apps/Android.
  • Added Models: whisper_small_en, whisper_base_en, whisper_tiny_en, aotgan
  • Added quantized models: quicksrnetlarge_quantized, quicksrnetmedium_quantized, quicksrnetsmall_quantized, resnext50_quantized
  • Add on-device demo for selfie segmentation

Quality Improvements & Bug Fixes

  • Consolidated requirements where possible to eliminate thrashing when using multiple models in 1 environment
  • Added "protocols" (models/protocols.py) for better type checking of base classes.
  • Updates to various files in the models folder, working towards enablement of MyPy.
  • googlenet_quantized and mobilenet_v3_large_quantized overhauled to improve quantization performance

Performance Numbers

  • Added Galaxy S24 Performance Numbers
  • Updated existing numbers to reflect benchmarks from latest AI Hub toolchain