TorchSharp for Image classification & Image detection or segmentation #1011
GeorgeS2019
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https://github.com/dotnet/TorchSharp/blob/main/src/TorchVision/dsets/CelebA.cs [Fact]
public void TestCeleba()
{
// There's no data so it throws an exception.
Assert.Throws<InvalidDataException>(() => {
using (var dataset = CelebA(".", download: false)) {
}
});
}
[Fact]
public void TestCelebaWithTransform()
{
// There's no data so it throws an exception.
Assert.Throws<InvalidDataException>(() => {
var my_transform = new MyTransform();
using (var dataset = CelebA(".", transform: my_transform)) {
var loader = new DataLoader(dataset, 10, shuffle: true);
foreach (var batch in loader) {
}
}
});
} |
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Possible ExampleGenerative Adversarial Networkshttps://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html https://github.com/jpowie01/DCGAN_CelebA |
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Image classification
Image detection or segmentation
TorchSharp for face attribute recognition, detection, landmark localization, and face editing & synthesis
https://pytorch.org/vision/main/generated/torchvision.datasets.CelebA.html
torchvision.datasets.CelebA by @kaiidams
References
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