careplus-active-sample

Directory structure

$root_path
    ├───── $username
    │       ├──── $date
    │       └──── $date + "_prediction"
    ├───── active_sample_output
    │               └──── $username
    │                       └──── $date
    │                               ├─── visualization
    │                               │       ├──── FP
    │                               │       └──── FN
    │                               └─── images
    │                                       ├──── FP
    │                                       └──── FN
    └────── seg
            ├── $username + "_seg.png"
            └── $username + "_fun_seg.png"

Setup

• create folder $root_path/active_sample_output for the output of active sample
• create folder $root_path/seg/ folder and put binary segmentation map and functional segmentation map in it
• specify your root path in confiy.py

  img_w: "image width"
  img_h: "image height"
  
  root_path: "root path"

  root_path should be the abs path to this repo

• (Optional) specify threshold for active sample in activesample.py

  human_threshold: "region thres for FN motion box"
  human_threshold_FP: "region thres for FP motion box"
  opt_threshold: "region thres for FN optical box"
  iou_threshold: "iou thres for FN motion box"
  motion_box_th: "response thres for motion box candidate"
  convert_opt_to_binary_th: "response thres for optical box candidate"

Data

• Unable to provide due to privacy concerns

Run

• make sure the username and date are specified in run.py

  username = 'user00'
  date = '2020-12-13'

• run

  $ cd careplus-active-sample
  $ PYTHONPATH=./ python3 run.py