Belem Zhang

Results 8 issues of Belem Zhang

1. Visit https://intel.github.io/webml-polyfill/examples/style_transfer/?prefer=none&b=WASM&m=fast_style_transfer_tflite&s=image&d=0&f=WebNN Actual Result: Wrong inference result with Wasm backend ![wasm](https://user-images.githubusercontent.com/5017359/106546278-dbd12e00-6545-11eb-9ea0-1b52814fd913.png) @BruceDai please check if it's caused by the tf.js upgrade.

bug

It's Q4 IMBO, we must complete it, support INT8 models for Semantic Segmentation and Image Classification in Web AI Workload. @BruceDai @mingmingtasd @lisa0314

enhancement

We need to optimize Deeplab performance in Q4. @ibelem will integration INT8 models based on @mingmingtasd and @lisa0314 's efforts in October.

enhancement

End-users must select framework, category, model, backend, preference and iterations one by one then run the workload testing, even when they played for a while and went back. Please add...

The page loading is slow for WebNN and OpenCV.js combined pages like https://intel.github.io/webml-polyfill/examples/image_classification/. I don't think we need to download webml-polyfill for OpenCV example, and we don't need to download...

bug

We should invesitage RNNoise for Noise Suppression use cases. - https://hacks.mozilla.org/2017/09/rnnoise-deep-learning-noise-suppression/ - https://github.com/xiph/rnnoise [#webmachinelearning/webnn/issues/66](https://github.com/webmachinelearning/webnn/issues/66) Evaluate noise suppression models for required ops

enhancement

- List models - Justification (in internal)

enhancement
example

The models are inaccessible from huggingface.co in China, we need to solve this issue. 1. Please check if we can switch the domain from https://huggingface.co to https://hf-mirror.com/ for Chinese users....