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juheeko's Projects

encoder4editing icon encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

fast-aginggan icon fast-aginggan

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

freezed icon freezed

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

juheeko icon juheeko

Config files for my GitHub profile.

pfa-gan icon pfa-gan

PFA-GAN: Progressive Face Aging with Generative Adversarial Network (TIFS 2021)

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

torch-cam icon torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

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