GettingStarted.md

Getting started

Requirements

If you want to train the models locally install all the necessary packages with pip.

pip3 install -r requirements.txt

Weights & Images

You can find the associated Images in the first release v0.1. Download the .zip and put your repisitory in the following folder structure:

├── TrashTron2.ipynb
├──  datasets                    
|    ├── train/                         # training images
|    ├── val/                           # validation iamges
|    ├── train.json                     # training annotations
|    └── val.json                       # validation annotations
└── output
     ├── coco_instances_results.json
     ├── events.out.tfevents
     ├── instances_predictions.pth
     ├── last_checkpoint
     ├── metrics.json
     └── model_final.pth                # final model after training

Google Collab

You can use the whole project in the associated TrashTron2 Notebook. You can apply the folder structure from above.