6.883-Final-Project

project

dependencies

• Mask_RCNN
• tensorflow 1.15
• keras 2.1.*
• pandas

directory

project
|_data
  |_annotations
  |_images
  |_labels.csv
|_mask_rcnn.ipynb
|_mask_rcnn.py
|_mask_rcnn_coco.h5

image_preprocessing

dependencies

• pillow

run

python data_processing.py

1. Image will load with labeled boxes starting with 0
2. User is prompted to list which boxes have a human in a dangerous position Type skip to ignore or list which boxes are dangerous (space separated):
3. User types 1.exit to exit the program
   1.skip to skip image or user types a space-separated list of the labled boxes 1.0 2 5 for the boxes labeled 0, 2 and 5.
4. A new image to label is displayed