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Will there be any "T" class model for Instance Segmentation? #514

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fukingbus opened this issue Jun 25, 2024 · 3 comments
Open

Will there be any "T" class model for Instance Segmentation? #514

fukingbus opened this issue Jun 25, 2024 · 3 comments

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@fukingbus
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Greetings, Im working on mobile platform with Tensorflow Lite and the gelan-c segmentation model is doing well, but with 2000-3000ms inference time.
Will there be any "T" class training model and pre-trained weight releasing soon? or any help to self modifying a smaller parameter model designed for mobile purpose? :(

@dsbyprateekg
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@fukingbus how have you converted the gelan-c segmentation model to the tflite format?

@fukingbus
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@fukingbus how have you converted the gelan-c segmentation model to the tflite format?

Apparently its not possible to do direct export in tflite format right now , either your model was trained using gelan-c or yolov9 dual branch. #250 #472
But it turns out you actually can export gelan-c trained model in onnx format using export.py

after exporting to onnx format you are able to do onnx to tensorflow conversion
https://github.com/PINTO0309/onnx2tf

and after tensorflow conversion its easy to convert to tensorflow-lite

@dsbyprateekg
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Thanks @fukingbus . It seems the repo https://github.com/PINTO0309/onnx2tf is the silver bullet for tf conversion. Author has done the great work.

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@fukingbus @dsbyprateekg and others