20241204124

# deep-hist PyTorch implementation of Histogram Layers from DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation PyTorch modules are ready to be used (metrics & histogram layers). Run hist_loss to produce plots and metrics for example images. The official implementation using TensorFlow can be found [here](https://github.com/mor-avi-aharon-bgu/HueNet). Please cite the original publication if you use this code in your work: ``` M. Avi-Aharon, A. Arbelle and T. R. Raviv, "Differentiable Histogram Loss Functions for Intensity-based Image-to-Image Translation," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 10, pp. 11642-11653, Oct. 2023, doi: 10.1109/TPAMI.2023.3278287. ```