Report is here.
My own presentation is here.
MOT17 dataset can be downloaded at MOTChallenge.
The CSV file with annotations should contain one annotation per line. Images with multiple bounding boxes should use one row per bounding box. Note that indexing for pixel values starts at 0. The expected format of each line is:
path/to/image.jpg,id,x1,y1,x2,y2,class_name
The MOT17 CSV file can be generated by generate_csv.py:
python generate_csv.py
The class name to ID mapping file should contain one mapping per line. Each line should use the following format:
class_name,id
Indexing for classes starts at 0. Do not include a background class as it is implicit.
For example:
person,0
- For evaluatio we used the official MOT evaluation code named TrackEval
- Part of codes are borrowed from the pytorch retinanet implementation
- The NMS module used is from the simpledet