v0.4.0
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