I used Jupyter Notebook to save the output of the cells, in case You want to see it. The notebooks were used in the training and visual evaluation part.
Training Notebook is training_maskrcnn.ipynb
To start training You need first to change the paths of dataset in config_maskrcnn.py (train_root_dir, train_ann_file, test_root_dir, test_ann_file)
Final validation mAP0.5:0.95 is 0.649
Evaluation Notebook is eval_maskrcnn.ipynb
Package requirements are in requirements folder. Same requirements are for YOLOv8 seg groceries