https://github.com/adrianfilsell/ai3b1b

Machine learning/inference desktop suite written in MFC/C++, demonstrates AI machine learning, uses machine learning inference to resize/blend/morph images, more details can be found here: https://www.youtube.com/watch?v=w7J6oxk9tSA
https://github.com/adrianfilsell/ai3b1b

ai image-blending image-morphing intel-tbb jpeglib machine-learning

Last synced: about 2 months ago
JSON representation

Machine learning/inference desktop suite written in MFC/C++, demonstrates AI machine learning, uses machine learning inference to resize/blend/morph images, more details can be found here: https://www.youtube.com/watch?v=w7J6oxk9tSA

• Host: GitHub
• URL: https://github.com/adrianfilsell/ai3b1b
• Owner: AdrianFilsell
• Created: 2023-11-24T15:30:54.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-12-05T10:45:26.000Z (over 1 year ago)
• Last Synced: 2023-12-05T11:57:40.252Z (over 1 year ago)
• Topics: ai, image-blending, image-morphing, intel-tbb, jpeglib, machine-learning
• Language: C
• Homepage:
• Size: 7.35 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
Machine learning desktop app, convolutional neural network implementation, supports network creation/configuraton/training, trained image network can use inference to resample/blend/morph images. Network configuration and training progress can be saved/loaded. Written using MFC/C++/intel tbb/jpeglib, more details can be found here:

https://www.youtube.com/watch?v=w7J6oxk9tSA

Supplied 7 pre-trained network files:

"*_id_xy.ml" files: i.e. "./training/lion_tiger_id_xy.ml", press 'load', open "./training/lion_tiger_id_xy.ml", make sure correct input type selected i.e. go to 'Layers' tab in main dialog and select input combo type 'Image id,x,y -> b8g8r8', open 'Image Panel' via 'Control Panel', select 'Lerp' from 'Thumb Src' combo, press 'Animate' to view morph animation.

"*_id.ml" files: i.e. "./training/lion_tiger_id.ml", press 'load', open "./training/lion_tiger_id.ml", make sure correct input type selected i.e. go to 'Layers' tab in main dialog and select input combo type 'Image id -> b8g8r8', open 'Image Panel' via 'Control Panel', select 'Lerp' from 'Thumb Src' combo, press 'Animate' to view blend animation.

spiderman mask <-> spiderman symbol, david banner <-> hulk, lion <-> tiger, ghostbusters

![Alt text](/training/training.png?raw=true "NN trained on Ghostbusters logo")

Introduction into machine learning I used:

https://www.youtube.com/watch?v=aircAruvnKk

Machine learning math I used:

http://neuralnetworksanddeeplearning.com