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WebML Examples Results on Different Backends and Platforms
Christywl edited this page May 18, 2020
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55 revisions
- WebML-Polyfill Commit: ccb6193
- Chromium Nightly Build: ee68e8f (79.0.3917.0)
- Test Devices:
| Platform | Device Name | CPU | GPU | Memory |
|---|---|---|---|---|
| Windows 10 | Dell XPS 13 | Intel i5-8250U | Intel UHD Graphics 620(Driver: 26.20.100.7107) | 8GB |
| Linux Ubuntu 16.04 | Dell XPS 13 | Intel i7-8550U | Intel UHD Graphics 620 | 16GB |
| macOS 10.14.5 | MacBook Pro | Intel i5-8259U | Intel Iris Plus Graphics 655 | 16GB |
| Android 9 | Samsung Galaxy Note 10+ | SDM 855 Octa-Core SDR8150 | Qualcomm Adreno 640 | 12GB |
| Image Classification | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| MobileNet v1(TFLite) | Yes | Yes | Yes | Yes | Yes |
| MobileNet v1 Quant(TFLite) | #74 | #74 | #74 | Yes | #74 |
| MobileNet v2(TFLite) | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2 Quant(TFLite) | #74 | #74 | #74 | Yes | #74 |
| SqueezeNet(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Inception v3(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Inception v3 Quant(TFLite) | #74 | #74 | #74 | Yes | #74 |
| Inception v4(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Inception v4 Quant(TFLite) | #74 | #74 | #74 | Yes | #74 |
| Inception Resnet v2(TFLite) | Yes | Yes | Yes | Yes | Yes |
| SqueezeNet(ONNX) | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2(ONNX) | Yes | Yes | Yes | Yes | Yes |
| ResNet50 v1(ONNX) | Yes | Yes | Yes | Yes | Yes |
| ResNet50 v2(ONNX) | Yes | Yes | Yes | Yes | Yes |
| Inception v2(ONNX) | Yes | #1130 | Yes | Yes | Yes |
| DenseNet 121(ONNX) | Yes | #1130 | #841 | Yes | Yes |
| SqueezeNet(OpenVINO) | Yes | #866 | #841 | Yes | Yes |
| MobileNet v1(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| ResNet50 v1(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| DenseNet 121(OpenVINO) | Yes | #1130 | #841 | Yes | Yes |
| Inception v2(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| Inception v4(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| Person/Object Detection | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | Yes | Yes | Yes | Yes | Yes |
| SSD MobileNet v1 Quant(TFLite) | #74 | #74 | #74 | Yes | #74 |
| SSD MobileNet v2(TFLite) | Yes | Yes | Yes | Yes | Yes |
| SSD MobileNet v2 Quant(TFLite) | #74 | #74 | #74 | Yes | #74 |
| SSDLite MobileNet v2(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Tiny Yolo v2 COCO(TFLite) | #629 | #630 #1130 | #842 | Yes | Yes |
| Tiny Yolo v2 VOC(TFLite) | #629 | #630 #1130 | #842 | Yes | Yes |
| Semantic Segmentation | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| DeepLab 224 | Yes | #461 | Yes | Yes | Yes |
| DeepLab 224 Atrous | Yes | #461 | Yes | Yes | Yes |
| DeepLab 257 | Yes | #461 | #837 | Yes | Yes |
| DeepLab 257 Atrous | Yes | #461 | #837 | Yes | Yes |
| DeepLab 321 | Yes | #461 | #837 | Yes | Yes |
| DeepLab 321 Atrous | Yes | #461 | #837 | Yes | Yes |
| DeepLab 513 | Yes | #461 | #837 | Yes | Yes |
| DeepLab 513 Atrous | Yes | #461 | #837 | Yes | Yes |
| Skeleton Detection | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| PoseNet | Yes | Yes | Yes | Yes | Yes |
| Face Recognition | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1 Face(TFLite) + FaceNet(OpenVINO) | #639 | #1130 | #843 | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | #639 | #1130 | #843 | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | #639 | #1130 | #843 | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + FaceNet(OpenVINO) | #629 | #1130 | #842 | Yes | Yes |
| SSD MobileNet v1 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #1130 | Yes | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #1130 | Yes | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #1130 | Yes | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + Face Reidentification(OpenVINO) | #629 | #1130 | #842 | Yes | Yes |
| Facial Landmark Detection | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | #800 | Yes | Yes | Yes | Yes |
| SSD MobileNet v2(TFLite) | #800 | Yes | Yes | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | #800 | Yes | Yes | Yes | Yes |
| Tiny Yolo v2(TFLite) | #629 | #630 #1130 | #842 | Yes | Yes |
| Super Resolution | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| SRGAN 96x4 | #639 | #640 | #843 | Yes | Yes |
| SRGAN 128x4 | #639 | #640 | #843 | Yes | Yes |
| Emotion Analysis | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | #629 | #541 | #835 | Yes | Yes |
| SSD MobileNet v2(TFLite) | #629 | #541 | #835 | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | #629 | #541 | #835 | Yes | Yes |
| Tiny Yolo v2(TFLite) | #629 | #630 #1130 | #842 | Yes | Yes |
| Speech Commands | clDNN | DNNL | DirectML | WASM | WebGL |
|---|---|---|---|---|---|
| KWS CNN(TFLite) | #936 | #935 | Yes | Yes | Yes |
| Image Classification | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| MobileNet v1(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| MobileNet v1 Quant(TFLite) | #74 | #74 | #851 #74 | #851 #74 | Yes | #74 |
| MobileNet v2(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2 Quant(TFLite) | #74 | #74 | #851 #74 | #851 #74 | Yes | #74 |
| SqueezeNet(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| Inception v3(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| Inception v3 Quant(TFLite) | #74 | #74 | #851 #74 | #851 #74 | Yes | #74 |
| Inception v4(TFLite) | Yes | Yes | #750 | #861 | Yes | Yes |
| Inception v4 Quant(TFLite) | #74 | #74 | #851 #74 | #851 #74 | Yes | #74 |
| Inception Resnet v2(TFLite) | Yes | Yes | #750 | #861 | Yes | Yes |
| SqueezeNet(ONNX) | Yes | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2(ONNX) | Yes | Yes | Yes | Yes | Yes | Yes |
| ResNet50 v1(ONNX) | Yes | Yes | #750 | #861 | Yes | Yes |
| ResNet50 v2(ONNX) | Yes | Yes | #750 | #861 | Yes | Yes |
| Inception v2(ONNX) | Yes | #1130 | #751 | #725 | Yes | Yes |
| DenseNet 121(ONNX) | Yes | #1130 | #726 | #726 | Yes | Yes |
| SqueezeNet(OpenVINO) | Yes | #866 | Yes | Yes | Yes | Yes |
| MobileNet v1(OpenVINO) | Yes | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2(OpenVINO) | Yes | Yes | Yes | Yes | Yes | Yes |
| ResNet50 v1(OpenVINO) | Yes | Yes | #750 | #861 | Yes | Yes |
| DenseNet 121(OpenVINO) | Yes | #1130 | #751 | #725 | Yes | Yes |
| Inception v2(OpenVINO) | Yes | Yes | #750 | Yes | Yes | Yes |
| Inception v4(OpenVINO) | Yes | Yes | #750 | #861 | Yes | Yes |
| Person/Object Detection | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| SSD MobileNet v1 Quant(TFLite) | #74 | #74 | #851 #74 | #851 #74 | Yes | #74 |
| SSD MobileNet v2(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| SSD MobileNet v2 Quant(TFLite) | #74 | #74 | #851 #74 | #851 #74 | Yes | #74 |
| SSDLite MobileNet v2(TFLite) | Yes | Yes | Yes | Yes | Yes | Yes |
| Tiny Yolo v2 COCO(TFLite) | #629 | #630 #1130 | #751 | #725 | Yes | Yes |
| Tiny Yolo v2 VOC(TFLite) | #629 | #630 #1130 | #751 | #725 | Yes | Yes |
| Semantic Segmentation | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| DeepLab 224 | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 224 Atrous | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 257 | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 257 Atrous | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 321 | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 321 Atrous | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 513 | Yes | #461 | #754 | #704 | Yes | Yes |
| DeepLab 513 Atrous | Yes | #461 | #754 | #704 | Yes | Yes |
| Skeleton Detection | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| PoseNet | Yes | Yes | Yes | Yes | Yes | Yes |
| Face Recognition | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| SSD MobileNet v1 Face(TFLite) + FaceNet(OpenVINO) | #639 | #1130 | #751 | #725 | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | #639 | #1130 | #751 | #725 | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | #639 | #1130 | #751 | #725 | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + FaceNet(OpenVINO) | #629 | #1130 | #751 | #725 | Yes | Yes |
| SSD MobileNet v1 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #1130 | #751 | #725 | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #1130 | #751 | #725 | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #1130 | #751 | #725 | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + Face Reidentification(OpenVINO) | #629 | #1130 | #751 | #725 | Yes | Yes |
| Facial Landmark Detection | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | #800 | Yes | #750 | #727 | Yes | Yes |
| SSD MobileNet v2(TFLite) | #800 | Yes | #750 | #727 | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | #800 | Yes | #750 | #727 | Yes | Yes |
| Tiny Yolo v2(TFLite) | #629 | #630 #1130 | #751 | #725 | Yes | Yes |
| Super Resolution | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| SRGAN 96x4 | #639 | #640 | #782 | #783 | Yes | Yes |
| SRGAN 128x4 | #639 | #640 | #782 | #783 | Yes | Yes |
| Emotion Analysis | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | #629 | #541 | #782 | #783 | Yes | Yes |
| SSD MobileNet v2(TFLite) | #629 | #541 | #782 | #783 | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | #629 | #541 | #782 | #783 | Yes | Yes |
| Tiny Yolo v2(TFLite) | #629 | #630 #1130 | #751 | #725 | Yes | Yes |
| Speech Commands | clDNN | DNNL | IE-clDNN | IE-MKLDNN | WASM | WebGL |
|---|---|---|---|---|---|---|
| KWS CNN(TFLite) | #936 | #935 | #937 | #937 | Yes | Yes |
| Image Classification | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| MobileNet v1(TFLite) | Yes | #368 | Yes | Yes | Yes |
| MobileNet v1 Quant(TFLite) | #74 | #730 | #74 | Yes | #74 |
| MobileNet v2(TFLite) | Yes | #368 | Yes | Yes | Yes |
| MobileNet v2 Quant(TFLite) | #74 | #730 | #74 | Yes | #74 |
| SqueezeNet(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Inception v3(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Inception v3 Quant(TFLite) | #74 | #730 | #74 | Yes | #74 |
| Inception v4(TFLite) | Yes | Yes | Yes | Yes | Yes |
| Inception v4 Quant(TFLite) | #74 | #730 | #74 | Yes | #74 |
| Inception Resnet v2(TFLite) | Yes | Yes | Yes | Yes | Yes |
| SqueezeNet(ONNX) | Yes | Yes | Yes | Yes | Yes |
| MobileNet v2(ONNX) | Yes | #368 | Yes | Yes | Yes |
| ResNet50 v1(ONNX) | Yes | Yes | Yes | Yes | Yes |
| ResNet50 v2(ONNX) | Yes | Yes | Yes | Yes | Yes |
| Inception v2(ONNX) | Yes | #1000 | #1130 | Yes | Yes |
| DenseNet 121(ONNX) | Yes | #1000 | #1130 | Yes | Yes |
| SqueezeNet(OpenVINO) | Yes | Yes | #866 | Yes | Yes |
| MobileNet v1(OpenVINO) | Yes | #368 | Yes | Yes | Yes |
| MobileNet v2(OpenVINO) | Yes | #368 | Yes | Yes | Yes |
| ResNet50 v1(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| DenseNet 121(OpenVINO) | Yes | #1000 | #1130 | Yes | Yes |
| Inception v2(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| Inception v4(OpenVINO) | Yes | Yes | Yes | Yes | Yes |
| Person/Object Detection | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | Yes | #368 | Yes | Yes | Yes |
| SSD MobileNet v1 Quant(TFLite) | #74 | #730 | #74 | Yes | #74 |
| SSD MobileNet v2(TFLite) | Yes | #368 | Yes | Yes | Yes |
| SSD MobileNet v2 Quant(TFLite) | #74 | #730 | #74 | Yes | #74 |
| SSDLite MobileNet v2(TFLite) | Yes | #368 | Yes | Yes | Yes |
| Tiny Yolo v2 COCO(TFLite) | #627 | #628 | #630 #1130 | Yes | Yes |
| Tiny Yolo v2 VOC(TFLite) | #627 | #628 | #630 #1130 | Yes | Yes |
| Semantic Segmentation | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| DeepLab 224 | #1087 | #368 | #461 | Yes | Yes |
| DeepLab 224 Atrous | #1087 | #368 | #461 | Yes | Yes |
| DeepLab 257 | #447 | #368 | #461 | Yes | Yes |
| DeepLab 257 Atrous | #447 | #368 | #461 | Yes | Yes |
| DeepLab 321 | #447 | #368 | #461 | Yes | Yes |
| DeepLab 321 Atrous | #447 | #368 | #461 | Yes | Yes |
| DeepLab 513 | #447 | #368 | #461 | Yes | Yes |
| DeepLab 513 Atrous | #447 | #368 | #461 | Yes | Yes |
| Skeleton Detection | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| PoseNet | Yes | #368 | Yes | Yes | Yes |
| Face Recognition | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1 Face(TFLite) + FaceNet(OpenVINO) | #637 | #368 | #1130 | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | #637 | #368 | #1130 | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | #637 | #368 | #1130 | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + FaceNet(OpenVINO) | #627 | #628 | #1130 | Yes | Yes |
| SSD MobileNet v1 Face(TFLite) + Face Reidentification(OpenVINO) | #1123 | #368 | #1130 | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #368 | #1130 | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | Yes | #368 | #1130 | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + Face Reidentification(OpenVINO) | #627 | #628 | #1130 | Yes | Yes |
| Facial Landmark Detection | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | #969 | #368 | Yes | Yes | Yes |
| SSD MobileNet v2(TFLite) | #969 | #368 | Yes | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | #969 | #368 | Yes | Yes | Yes |
| Tiny Yolo v2(TFLite) | #627 | #628 | #630 #1130 | Yes | Yes |
| Super Resolution | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| SRGAN 96x4 | #637 | #638 | #640 | Yes | Yes |
| SRGAN 128x4 | #637 | #638 | #640 | Yes | Yes |
| Emotion Analysis | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| SSD MobileNet v1(TFLite) | #627 | #368 | #541 | Yes | Yes |
| SSD MobileNet v2(TFLite) | #627 | #368 | #541 | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | #627 | #368 | #541 | Yes | Yes |
| Tiny Yolo v2(TFLite) | #627 | #628 | #630 #1130 | Yes | Yes |
| Speech Commands | MPS | BNNS | DNNL | WASM | WebGL |
|---|---|---|---|---|---|
| KWS CNN(TFLite) | Yes | #941 | #935 | Yes | Yes |
| Image Classification | NNAPI | WASM | WebGL |
|---|---|---|---|
| MobileNet v1(TFLite) | Yes | Yes | Yes |
| MobileNet v1 Quant(TFLite) | Yes | Yes | #74 |
| MobileNet v2(TFLite) | Yes | Yes | Yes |
| MobileNet v2 Quant(TFLite) | Yes | Yes | #74 |
| SqueezeNet(TFLite) | Yes | Yes | Yes |
| Inception v3(TFLite) | Yes | Yes | Yes |
| Inception v3 Quant(TFLite) | Yes | Yes | #74 |
| Inception v4(TFLite) | Yes | Yes | Yes |
| Inception v4 Quant(TFLite) | Yes | Yes | #74 |
| Inception Resnet v2(TFLite) | Yes | Yes | Yes |
| SqueezeNet(ONNX) | Yes | Yes | Yes |
| MobileNet v2(ONNX) | Yes | Yes | Yes |
| ResNet50 v1(ONNX) | Yes | Yes | Yes |
| ResNet50 v2(ONNX) | Yes | Yes | Yes |
| Inception v2(ONNX) | Yes | Yes | Yes |
| DenseNet 121(ONNX) | Yes | Yes | Yes |
| SqueezeNet(OpenVINO) | Yes | Yes | Yes |
| MobileNet v1(OpenVINO) | Yes | Yes | Yes |
| MobileNet v2(OpenVINO) | Yes | Yes | Yes |
| ResNet50 v1(OpenVINO) | Yes | Yes | Yes |
| DenseNet 121(OpenVINO) | Yes | Yes | Yes |
| Inception v2(OpenVINO) | Yes | Yes | Yes |
| Inception v4(OpenVINO) | Yes | Yes | Yes |
| Person/Object Detection | NNAPI | WASM | WebGL |
|---|---|---|---|
| SSD MobileNet v1(TFLite) | Yes | Yes | Yes |
| SSD MobileNet v1 Quant(TFLite) | Yes | Yes | #74 |
| SSD MobileNet v2(TFLite) | Yes | Yes | Yes |
| SSD MobileNet v2 Quant(TFLite) | Yes | Yes | #74 |
| SSDLite MobileNet v2(TFLite) | Yes | Yes | Yes |
| Tiny Yolo v2 COCO(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| Tiny Yolo v2 VOC(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| Semantic Segmentation | NNAPI | WASM | WebGL |
|---|---|---|---|
| DeepLab 224 | available on Android 10(ARGMAX) | Yes | Yes |
| DeepLab 224 Atrous | #415 | Yes | Yes |
| DeepLab 257 | available on Android 10(ARGMAX) | Yes | Yes |
| DeepLab 257 Atrous | #415 | Yes | Yes |
| DeepLab 321 | available on Android 10(ARGMAX) | Yes | Yes |
| DeepLab 321 Atrous | #415 | Yes | Yes |
| DeepLab 513 | available on Android 10(ARGMAX) | Yes | Yes |
| DeepLab 513 Atrous | #415 | Yes | Yes |
| Skeleton Detection | NNAPI | WASM | WebGL |
|---|---|---|---|
| PoseNet(without atrous) | Yes | Yes | Yes |
| Face Recognition | NNAPI | WASM | WebGL |
|---|---|---|---|
| SSD MobileNet v1 Face(TFLite) + FaceNet(OpenVINO) | Yes | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | Yes | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + FaceNet(OpenVINO) | Yes | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + FaceNet(OpenVINO) | available on Android 10(MAXIMUM) | Yes | Yes |
| SSD MobileNet v1 Face(TFLite) + Face Reidentification(OpenVINO) | available on Android 10(PRELU) | Yes | Yes |
| SSD MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | available on Android 10(PRELU) | Yes | Yes |
| SSDLite MobileNet v2 Face(TFLite) + Face Reidentification(OpenVINO) | available on Android 10(PRELU) | Yes | Yes |
| Tiny Yolo v2 Face(TFLite) + Face Reidentification(OpenVINO) | available on Android 10(PRELU) | Yes | Yes |
| Facial Landmark Detection | NNAPI | WASM | WebGL |
|---|---|---|---|
| SSD MobileNet v1(TFLite) | Yes | Yes | Yes |
| SSD MobileNet v2(TFLite) | Yes | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | Yes | Yes | Yes |
| Tiny Yolo v2(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| Super Resolution | NNAPI | WASM | WebGL |
|---|---|---|---|
| SRGAN 96x4 | Yes | Yes | Yes |
| SRGAN 128x4 | Yes | #441 | Yes |
| Emotion Analysis | NNAPI | WASM | WebGL |
|---|---|---|---|
| SSD MobileNet v1(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| SSD MobileNet v2(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| SSDLite MobileNet v2(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| Tiny Yolo v2(TFLite) | available on Android 10(MAXIMUM) | Yes | Yes |
| Speech Commands | NNAPI | WASM | WebGL |
|---|---|---|---|
| KWS CNN(TFLite) | Yes | Yes | Yes |
Notes for Android:
- [1]: The large size model may not work on Android WASM due to #441, restarting the browser or rebooting the device may resolve this issue.
- [2]: Android NNAPI only supports PoseNet without atrous.