Preparing dataset - ktl014/Fast-Pedestrian-Tracking GitHub Wiki

Welcome to the Fast-Pedestrian-Tracking wiki!

To download the dataset copy the github repository:

$ git clone https://github.com/mitmul/caltech-pedestrian-dataset-converter.git

To prepare the dataset, run the following commands:

$ python prepare_dataset.py --path=/path/to/output --data-dir=/datasets/ee285f-public/caltech_pedestrians_usa/

Output for example run:

$ python prepare_dataset.py --path=../dataset --data-dir=/datasets/ee285f-public/caltech_pedestrians_usa/

data/

-- data_train.csv

-- data_val.csv

-- data_test.csv

-- dataset.log

Extra detail on Caltech Pedestrian dataset organization:

caltech_pedestrians_usa/

-- scripts/..

-- shells/..

-- tests/..

-- data/

----- images/ #ALL images here

----- set00/

----- set01/

...

----- set10/

----- annotations/

----- annotations.json # All labels here