flutter_pytorch_mobile

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iOS: leaks

1

Hi, we experienced some leaks in our iOS app, after some investigation we found two memory leaks: - rawBytes in UIImageExtension (calloc not freed) - normalizedBuffer in UIImageExtension (malloc not...

manmaor

Error When Loading the yolov5s.pt

3

I replaced this line in the main.dart of the example program String pathCustomModel = "assets/models/yolov5s.pt"; After compiling and running on the IOS emulator, an error is reported： [enforce fail at...

SuLi8

Android is quite notorious for deprecating things. When I try to run the example app, I get this: ```diff ────────────────────────────────────────────────────────────────────────────── Your Flutter application is created using an older version of...

cyrillkuettel

Can read yolov5 model?

2

As far as I know, yolov5 is developed on pytorch framework (https://github.com/ultralytics/yolov5), so is the model created by yolov5 flutter_pytorch_monile readable?

anhTuan0712

Does `predictImage` support other models besides image classification models?

17

I was just wondering what type of image models [`predictImage`](https://github.com/fynnmaarten/flutter_pytorch_mobile/blob/3a8848d6ef726e2d491d79a9f355f7f7171b71dc/android/src/main/java/io/fynn/pytorch_mobile/PyTorchMobilePlugin.java#L102) actually supports. I'm assuming here image classification models are supported, but what about other types of models, like for example...

cyrillkuettel

Hi, I am using pytorch v0.2.2 with iOS, after profiling the app I discovered memory leak related to the PyTorchMobilePlugin Malloc 3.98 MiB 61 < multiple > 243.05 MiB -[PyTorchMobilePlugin...

pavel-vhive

Error When Loading the Model

2

OS: Windows 11 Package: Anaconda pytorch_mobile: ^0.2.1 PyTorch : 1.8.1 I'm getting this error when trying to load the model: >E/PyTorchMobile( 7949): assets/MobileNetV3_2.pt is not a proper model >E/PyTorchMobile( 7949):...

creatornadiran

Using mobile GPU

1

I found three articles in the pytorch docs that talk about using GPU on edge devices: 1. [IOS GPU IN PYTORCH](https://pytorch.org/tutorials/prototype/ios_gpu_workflow.html) 2. [PYTORCH VULKAN BACKEND](https://pytorch.org/tutorials/prototype/vulkan_workflow.html) 3. [CONVERT MOBILENETV2 TO NNAPI](https://pytorch.org/tutorials/prototype/nnapi_mobilenetv2.html)...

MohamedAliRashad

can this package support GAN right now?

4

i read the example codes but it seems only support object detection right now, so i am wondering can this package supports a GAN model ?

guchengxi1994

ghost