/road-tracking-yolov4

Primary LanguageJupyter NotebookMIT LicenseMIT

deepSORT YOLO + MOT analysis

Code for running experiments

Made by Tathagatho Roy and Saravanan Senthil

follow instructions here for how to run deepsort with a yolov4 model.

you can find our report here

Instructions to download and use (modified) METEOR dataset

  • download Data_2 and paste it in yolov4-deepsort
  • python ./yolov4-deepsort/object_tracker.py --video ./Data_2/1/video_1.mp4 --output ./outputs/demo.avi --model yolov4

Instructions to get MOT metrics

  • use config.ipynb to obtain MOT formatted data for all the annotations from the csv files generated from running deepsort.
  • use the file structure outlined in trail
  • run evaluate.py --dataPath <link-to-data>