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One-Shot Learning with Triplet CNNs in Pytorch

Python 100.00%
convolutional-neural-networks deep-learning fashionmnist meta-learning mnist one-shot-learning pytorch pytorch-implmention pytorch-siamese siamese siamese-network triplet-loss triplet-networks

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pytorch-siamese-triplet's Issues

Custom dataset

Do you have any code like mnist.getTriplet for custom data?
Thanks!

adding tensorboard

the current codebase does not have tensorboard functionalities. it would be great to add that

opencv BGR bug

I've been browsing the code, and it seems that you use opencv.imread() to read the images, which produces BGR output. But you still use the normalisation parameters for rgb: mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]. You can change BGR to RGB using the following: cv2.cvtColor(img, cv2.COLOR_BGR2RGB). Thanks for your work!

In PyTorch's examples, they read with PIL, which reads in RGB by default, but they use the same constants.
Reference: https://pytorch.org/hub/pytorch_vision_alexnet/

How to do inference on an image?

Hi,your work is helpful to me.
I have a question about how to do inference on an image?I couldn't find the relevant code.The tsne.py couldn't load the ckpt.

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