AI LAB
Idea: what if we create a program where a user (who knows what they are doing) can build their own artificial neural network model, train it right in the program, and export it for further use? It would be convenient to have everything in one place: a user-friendly intuitive interface, graphs to track training progress, the ability to test the neural network right there without the need to write additional functionality, and in general, one could avoid learning any programming language, like Python, just pure convenience.
Thus, the AI Lab program was born! This is not a full-fledged program, but just a concept, a sketch, the foundation of something bigger, but it already allows:
- to build a multilayer perceptron for image classification
- to build a CNN model for image classification
- to see the training process and the model's success on graphs
- to test the trained model and see its response
- to upload your .h5 dataset for training on your own data
- to use built-in mnist and cifar10 for testing and learning the program
- to export the trained model
Thus, the AI Lab program was born! This is not a full-fledged program, but just a concept, a sketch, the foundation of something bigger, but it already allows:
- to build a multilayer perceptron for image classification
- to build a CNN model for image classification
- to see the training process and the model's success on graphs
- to test the trained model and see its response
- to upload your .h5 dataset for training on your own data
- to use built-in mnist and cifar10 for testing and learning the program
- to export the trained model