ID: 5d8a0219ef1a6d55dbca34bf
Iphone to DSLR GAN
Automatically converts iphone photos to DSLR photos with the generative AI.
This model contains Dockerfile.
License: BSD 2
Tags:
Screenshots
What is it?
Want to give DSLR effect in your iphone photos? This AI can automatically converts iphone photos to DSLR photos using the generative AI.
How to use?
Using pip Prerequisites - cuda 10.1 and python 3.6
- Install all requirements with command
pip install -r requirements.txt. - Put one or more iphone images in 'Input' folder. (Initially sample images are provided for testing purpose).
- Run
python src/run.py -- input Input --output Output
Using docker Prerequisites - Docker > 19.03
- Build docker image and run docker container -
docker build -t Iphone2DSLR -f Dockerfile . && docker run -it Iphone2DSLR - Run
python src/run.py -- input Input --output Output.
Voila ! iphone photos have been converted to DSLR photos and have been stored in 'Output' directory.
Stats
CPU - 0.96 s GPU - 0.036 s
Tested on
- python 3.5
- ubuntu 16.04
- cuda 10.1
Author View Profile
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AI wizard who thinks with first principles
I am Deep Learning (Computer Vision) Engineer with specialization in enabling AI on the resource-constrained edge devices. I work on quantizations, pruning and efficient designing and deployment of DL networks. Read my article about Winograd - https://blog.usejournal.com/understanding-winograd-fast-convolution-a75458744ff
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