FFA-Net

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Is there any reason why you normalize only input, but not gt?

5

I believe that if you use the global residual connection, you need to normalize both of them. Unless, the residual term has to learn much more complicated space.

DongHwanJang

对真实图片没啥用

5

这论文竟然对真实有雾图几乎没用

mengxzh15

Thanks for sharing your great work! I am a collector of great models. I basically collect models in the repositories below with the consent of the model authors, convert them...

PINTO0309

Problem of pre-trained model

2

Hi, thank you for releasing the code and pre-trained models. When I test the pre-trained model ('its_train_ffa_3_19.pk') downloaded from the released website, I got "loading state_dict for DataParallel: Unexpected key(s)...

XBSong

re-implement result on RESIDE

7

I used your code to train and test on RESIDE V0 dataset but I got the result 0.84/20.57 (SSIM/PSNR) for indoor task. Was I wrong at any step?

PhanVinhLong

the effect is very different

9

Hello, I train the network on my server according to your training method, the effect is very different, PSNR = 12.52, SSIM = 0.3597. What is the reason for this.

shenhongqian-123456

请问如何测试处理单张图片的时间？

yishunzhijian

mian.py问题，提示RAM不够，我有32G呢

1

提示内存不够，我在任务管理器中看了内存条32g的确是将近满了，CPU90%以上，我有两个GPU,GPU0是Intel(R) HD Graphics 630约30%，GPU1是NVIDIA GeForce GTX 1050 Ti2%基本没变化，我感觉我NVIDIA显卡没派上用场，你的电脑配置是什么样的跑成功了吗，你是使用什么软件运行这个代码的？

LEOGML

when I run the main.py .I have this problem and can't solve it,anyone can help me?

4

D:\python\envs\pytorch\python.exe E:/FFA-Net-master/net/main.py Namespace(blocks=20, bs=16, crop=False, crop_size=240, device='cpu', eval_step=5000, gps=3, lr=0.0001, model_dir='./trained_models/its_train_ffa_3_20.pk', net='ffa', no_lr_sche=False, perloss=False, resume=True, steps=100000, testset='its_test', trainset='its_train') model_dir: ./trained_models/its_train_ffa_3_20.pk 16 E:\FFA-Net-master\net crop size whole_img crop size whole img crop...

xiaoxiaoyuxieing

Assessment result question（PSNR&SSIM）

1

Why is there a big difference between the same picture using the PSNR and SSIM methods here and the method provided on the RESIDE official website? What caused it？

Liuy1996