Real-time detection of recyclable vs trash items and automatic material sorting of recyclable items. Recyclable items are sorted into the following categories:
- Cardboard
- Glass
- Metal
- Paper
- Plastic
- Refactor the code to a more developer friendly format
- Upload our own training dataset that filters certain items from the TrashNet data corpus and appends to it our own photographed data
- Provide Runnable documentation for a mobile user
- Provide Runnable documentation for a developer
- Provide Runnable documentation for integration into an industrial setting
- Upload the TensorFlow designed ML model
- Upload a statitics chart comparing the performance of the ML 2 models
- Upload a much needed blog on how to install all the requirements for training an ML model on GCP's GPU intances
- Making sure the mobile development and hosting repositories are up
- Create a physical prototype to integrate this idea
Thank you to @garythung for developing the base code for resizing & for creating the base dataset used to make this endeavor possible.