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open-mmlab / mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox
https://mmocr.readthedocs.io/en/dev-1.x/
Apache License 2.0
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FCENet #129

Closed seekingdeep closed 3 years ago

seekingdeep commented 3 years ago

@jeffreykuang Hi there, FCENet seems promising, the following are some questions:

jeffreykuang commented 3 years ago

@jeffreykuang Hi there, FCENet seems promising, the following are some questions:

* FCENet uses ResNet50 backbone, but why doesn't it use a ResNet18 backbone with a better architecture such as:
  [DDRNet-23-slim](https://github.com/ydhongHIT/DDRNet), or [BiSeNet V2](https://github.com/CoinCheung/BiSeNet).

* What is the FPS prediction speed of FCENet using CPU-only

* How much RAM memory does it require for prediction on CPU-only

It is a good idea to try DDRNet-23-slim and BiSeNet V2. We will add two configs with the two as backbones when FCENET is released @HolyCrap96

We did not measure the speed with cpu-only and the runtime RAM. We will try to report this two metrics when it is released @HolyCrap96

seekingdeep commented 3 years ago

Thanks, good luck