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tucan9389
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SemanticSegmentation-CoreML
The example project of inferencing Semantic Segementation using Core ML
https://github.com/motlabs/awesome-ml-demos-with-ios
MIT License
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Performance Test
#2
Closed
tucan9389
closed
3 years ago
tucan9389
commented
5 years ago
Model Size (MB), Minimum iOS Version
Model
Size
Minimum
iOS Version
DeepLabV3
8.6
iOS12
DeepLabV3FP16
4.3
iOS12
DeepLabV3Int8LUT
2.3
iOS12
Infernece Time (ms)
Model vs. Device
XS
X
DeepLabV3
135
177
DeepLabV3FP16
136
177
DeepLabV3Int8LUT
135
177
Total Time (ms)
Model vs. Device
XS
X
DeepLabV3
409
531
DeepLabV3FP16
403
530
DeepLabV3Int8LUT
412
517
FPS
Model vs. Device
XS
X
DeepLabV3
2
1
DeepLabV3FP16
2
1
DeepLabV3Int8LUT
2
1
Model Size (MB), Minimum iOS Version
iOS Version
Infernece Time (ms)
Total Time (ms)
FPS