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Try tensorflow lite segmentation models #13

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spsaswat opened this issue Aug 12, 2024 · 1 comment
Open

Try tensorflow lite segmentation models #13

spsaswat opened this issue Aug 12, 2024 · 1 comment
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@Donutcheese

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@spsaswat
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Hi @Donutcheese could you try the deep labv3?
https://www.tensorflow.org/lite/examples/segmentation/overview

Performance benchmarks
Performance benchmark numbers are generated with the tool described here.

Model Name Model size Device GPU CPU
Deeplab v3 2.7 Mb Pixel 3 (Android 10) 16ms 37ms*
Pixel 4 (Android 10) 20ms 23ms*
iPhone XS (iOS 12.4.1) 16ms 25ms**
@Donutcheese
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ok i will try

Donutcheese added a commit that referenced this issue Sep 22, 2024
@Donutcheese
has trained the yolov8seg model on plantseg dataset and convert to th…
d4af1c3 
…e tflite type, now the tflite model can run correctly with python env(colab),but still can't do the segmentation on flutter, due to version and packages conflict #13
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@spsaswat @Donutcheese