polimi-ispl / gan-image-detection Goto Github PK
View Code? Open in Web Editor NEWGAN-generated image detection based on CNNs
License: GNU General Public License v3.0
GAN-generated image detection based on CNNs
License: GNU General Public License v3.0
weights
Apologies in advance - not a coder, and not that experienced with Powershell. I get the following error when trying to build the environment. Moving these packages under 'pip' in the .yml file doesn't seem to install them. Appreciate any guidance:
(base) PS D:\gan-image-detection> conda env create -f environment.yml
Collecting package metadata (repodata.json): done
Solving environment: failed
ResolvePackageNotFound:
- cudatoolkit==10.2.89=hfd86e86_1
- mkl_fft==1.1.0=py36h23d657b_0
- xz==5.2.5=h7b6447c_0
- mkl-service==2.3.0=py36he904b0f_0
- libgcc-ng==9.1.0=hdf63c60_0
- freetype==2.10.2=h5ab3b9f_0
- certifi==2021.5.30=py36h06a4308_0
- python==3.6.10=h7579374_2
- libpng==1.6.37=hbc83047_0
- intel-openmp==2020.1=217
- readline==8.0=h7b6447c_0
- ld_impl_linux-64==2.33.1=h53a641e_7
- libgfortran-ng==7.3.0=hdf63c60_0
- libtiff==4.1.0=h2733197_1
- lz4-c==1.9.2=he6710b0_0
- libedit==3.1.20181209=hc058e9b_0
- libffi==3.3=he6710b0_1
- tk==8.6.8=hbc83047_0
- libstdcxx-ng==9.1.0=hdf63c60_0
- ncurses==6.2=he6710b0_1
- jpeg==9b=h024ee3a_2
- zlib==1.2.11=h7b6447c_3
- pytorch==1.5.1=py3.6_cuda10.2.89_cudnn7.6.5_0
- ca-certificates==2021.7.5=h06a4308_1
- sqlite==3.31.1=h62c20be_1
- ninja==1.9.0=py36hfd86e86_0
- mkl==2020.1=217
- openssl==1.1.1k=h27cfd23_0
- zstd==1.4.4=h0b5b093_3
- mkl_random==1.1.1=py36h0573a6f_0
Hello!
Sorry for such stupid question, but what "score" actually means? I guess it's not a normalized probability and sometimes goes negative. I happened to get values -11.61, 0.95, 1.02, .... Do lower (left?) values mean image being synth and higher mean image being real? What are value boundaries? Is it even possible to normalize values?
Thanks in advance!
Hello,
Iโm building a product and would like to know about the licensing for this model. I would like to add it to my product. Can you please add licensing information to this repo or direct us to someone that can help with this?
Thank you!
Hi, I try your GAN-generated image detector on a query image, it outputs a score. I don't find the explanation of the score, so I wonder whether higher score is better or not.
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