postpcera/pytorch_recycle

pytorch_recycle

What & Why

• gitu recycle project is based on this
• we DID NOT put image .jpg files in github because , each data set is 40 MB consists of 2000 files ....
• so when required down load
• for now ~/jupyter-recyle folder has all the data files ..
• also image DATA files are on Windows Download folder, see and get from there instead of download from internet again ...

Install

• have Anaconda installed on ubantu, verify with $conda --version
• install the following , which are reference in .ipynb jupyter notebook files
• $conda install pytorch
• $conda install matplotlib
• $conda install jupyter
• RUN
• $jupyter start
• https://www.dataquest.io/blog/jupyter-notebook-tutorial/

Transfer Learning

• all .ipynb files are from this dir : https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html
• download 'data' as stated in the above POST, this is for Ants & Bees ipynb file
• for recycle.ipynb , same code base, but get data from https://github.com/garythung/trashnet/tree/master/data

NEXT steps

• MODELS are saved in saved_models_recycle* files, we can use them to predict instead of TRAINING again
• Move those models to Andoriod ... see PytorchKotlin project repo***....