Project Submitted to Nebula organised by MDG IITR
☞ Setup
☞ What is PixDio?
☞ Aim & Features
☞ Problems Occurred
☞ Future Scopes
☞ References
Clone the repository and then run it in IDE like Visual Studio Code
Please download models first and place them in backend/api/ folder (URLs are in colab files)
!Some Backend Files require GPU and might not work on CPU or take much time!
❖ Python3
❖ ReactJS
❖ Google Colab
❖ Django REST API
It is a web app made in view as an attempt to group all the works related to multimedia(Images, Audio and Video) on a single website at single platform. Pixdio include the services : Pixel Alchemy for all the things related to images, Neural Notes for audio whereas Robo Cinematics for video. The backend used in this project is based on Machine Learning models especially GAN Models while Frontend is made on ReactJs. The frontend and backend are connected using Django REST API(s).
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Currently this tool is not able to connect to frontend, hence the red button is there. The reason for this is the python file is not able to run on my Macbook most likely GPU problem. Hence I am not able to connect it. The file is there in Colab_Files folder, if you want to try then directly run it on Google Colab and have fun.
Some outputs of this feature are:
File from 77KB to 1.2MB
I am facing many problems and errors like:
- No GPU in Macbook which results in long operations and sometimes auto-termination of the process.
- Images are not accessible from variable and no error is showing. I searched on stackoverflow and tried to debug it but in vain.
- If the second problem get sorted, Pixel Alchemy Service will almost be completed and will be working.
- For your ease, I have colored the buttons red for those features which are not connected with backend files because of second problem :/
Completing Features for Audio and Video and try to solve the errors