nissy-shota / Detection-of-Traffic-Anomaly

This is the repo for our Detection of Traffic Anomaly (DoTA) dataset.

When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos

original repository

prepare

Create a data directory and move necessary files from the data set directory.
download DoTA_fol_train_data, DoTA_fol_val_data from here

Detection-of-Traffic-Anomaly/data$ ls
  DoTA_fol_train_data  DoTA_fol_val_data  metadata_train.json  metadata_val.json  train_split.txt  val_split.txt

run

cd Detection-of-Traffic-Anomaly/environments/gpu
docker compose up -d
docker compose exec core bash
poetry run python dataloader_example.py

reference

Detection-of-Traffic-Anomaly