infinityGAN

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I'm looking for a high-resolution image synthesizer (4k) and wonder if infinityGan suits this task. I want to train it on my own data and potentially use it as an...

roey1rg

Problem with outpainting

2

When i try to do outpainting. 1. CUDA_VISIBLE_DEVICES="0" python test.py --model-config="./configs/model/InfinityGAN.yaml" --test-config="./configs/test/inversion_256x256_L2R.yaml" 2. CUDA_VISIBLE_DEVICES="0" python test.py --model-config="./configs/model/InfinityGAN.yaml" --test-config="./configs/test/outpaint_with_fused_gen_256x256.yaml" --inv-records="./logs/InfinityGAN/test/outpaint_with_fused_gen_256x256/stats/.pkl" --inv-placements=0.5,0.25 When I submit the second instruction, there is no pkl...

TomFrank0217

benchmark

1

Hey, thanks for the open source code. Do you have benchmarks for various training setups, for instance, what is the iter/s for InfinityGAN.yaml (using patchsize of 101).

ryanwebster90

Hi. I want to test outpainting with an .png image. I understood you used lmdb data. I want to use prepare_data.py to convert ans png image to lmdb format but...

kiashann

Dear Authors, Thanks a lot for your great work! I was trying to reproduce your work but I struggled a lot to download the Flickr-lands-large dataset from Google Drive, which...

Leooo-Shen

i want to convert lmdb to png, but there is sth wrong with ParseFromString ,Could u share me the code?

1

TomFrank0217

Code and training issues

11

https://github.com/hubert0527/infinityGAN/blob/86e4715cbea2cc0940954bf646d3957454d4e5ed/train.py#L365-L366 1. Is this a mistake in L365-L366? 2. NAN in my training. logs: **WARNING:root:NaN or Inf found in input tensor. [*] EXP: InfinityGAN; d: nan; g: 2.42; r1: 0.01;...

Amo5

NameError: name 'config' is not defined on prepare_data.py

3

Howdy, when I enter the following command I am returned an error, listed below: python prepare_data.py ./configs/dataset/flickr-landscape-small.yaml --train_only Traceback (most recent call last): File "prepare_data.py", line 200, in cur_lmdb_root =...

reillydonovan

When will the code be released?

10

What is the timetable for the code being released?

Devetec

How long does it take to train

2

Dear Authors: Thank you for your great work. I'm trying to train InfinityGAN with my own dataset which consistes of ~80,000 256 x256 images. I am using a batch size...

djFatNerd