chldydgh4687/09_2021-2.CV_Ther2RGB-TranslationRecon

2021-2.CV_Ther2RGB-TranslationRecon

Python

09_2021-2.CV_Ther2RGB-TranslationRecon

GAN (Generative Adversarial Networks)

How to do learning in this task?

Loss

Improved GANLoss(using Feature Maching Loss(Multi-Scale Discriminator Loss))
VGGLoss
l1Loss or Smoothl1Loss

Performance to be enable to learn

Wandb monitoring.
Pix2PixHD Network & Loss.
Dataloader Using class __ getitem __.
Efficient parameter parsing to source code.

EvalAI LeaderBoard

Environment : Windows10, 3090RTX, pytorch-nightly
Trained_model_link : https://www.dropbox.com/s/1bomldev67zhee0/tested.zip?dl=0
Predicted_Submission.npy_link : https://www.dropbox.com/s/psp507e2d4q1ce7/21110389_submit.npy?dl=0

WanDB Monitoring

This repo was referenced by https://github.com/sjmin99/Ther2RGB-Translation

InClass : https://github.com/sejongresearch/ComputerVision
EvalAIStarters : https://github.com/sejong-rcv/EvalAI-Starters