research & create/find sample scripts to train for testing

blessedlex / Skynet-Zuckerberg-Edition

CYBR 4580-8950 IA Capstone Project

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research & create/find sample scripts to train for testing #31

Open blessedlex opened 3 years ago

blessedlex commented 3 years ago

Need to research and create scripts for training and testing DeepMask and MultiPathNet

DeepMask -- Sasha and Sean MultiPathNet -- Alexa and Caroline

Post progress here.

blessedlex commented 3 years ago

The GitHub for MultiPathNet provides the training for data and models. These are the base models:

ResNets trained in torch with fb.resnet.torch
Network-In-Network trained in torch with imagenet-multiGPU.torch

blessedlex commented 3 years ago

Torch package to help with easy and modular way to build and train simple or complex neural networks.

https://github.com/torch/nn/

Need to go through this and see what could be applicable.

blessedlex commented 3 years ago

https://hub.packtpub.com/deep-learning-torch/ A nice breakdown that could help with creating training scripts. Based on the information here, it would be good for building the model script and the datasets.