ml-mobileone
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apple
This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".
I am trying to use MobileOne model as an audio classifier, so I changed the inputs from (3, 224, 224) to (1, 224, 224). The model successfully converts to .mlpackage...
I'm currently training mobileone on a dataset, but unfortunately the model is performing significantly worse in .eval() mode than it does on .train() mode. The model's performance fluctuates greatly from...
Hey, I just have a look at your implementation and the resulting reparametrized graph and see that you have a conv2D at the very beginning (stage0) of your network, which...
I retrained this model but when I try to save it in onnx I get this error: Module 'MobileOneBlock' has no attribute 'rbr_skip'
Hello, I'm developing an application which runs on Mobile Phones. This App wants to show an avatar that mimics the user's appearance. I want to use the MobileOne algorithm in...
Hello, MobileOne is able to run on only iPhone ? I can't find any performance result in a Qualcomm Chipset model. Is there any limitation to run on Qualcomm Chipset...
Why is there a big difference in the number of parameters for the s0 model in train and deploy mode?
While testing the s0 model, I noticed that the number of train parameters is different from the number written in the paper. So, I found [this link](https://github.com/open-mmlab/mmclassification/tree/1.x/configs/mobileone#results-and-models), and found that...
Hi, Thanks for your work. Is there any plan to share your implementation for semantic segmentation with PascalVOC dataset? Perhaps instructions on how to build the modules or pth checkpoints...
You work is awesome and the speed on Apple devices with ANE is blasting fast. However, AFAIK and reading the paper, 3x3 depthwise convs help the ANE to parallelize alot...
