DangerSceneDetect_tf2

A Dangerous Scene Detection included fire, accident and robbery etc. by using keras in Tensorflow2.

Download Dangerous dataset

Download Robbery_Accident_Fire_Database2 and spatial_envelope_256x256_static_8outdoorcategories.

Extract dataset into data floder, which should have the following basic structure.

data path

1. data/Robbery_Accident_Fire_Database2

1.1) data/Robbery_Accident_Fire_Database2/Accident

1.1) data/Robbery_Accident_Fire_Database2/Fire

1.1) data/Robbery_Accident_Fire_Database2/Robbery

2. data/spatial_envelope_256x256_static_8outdoorcategories

Train method

$ python train.py or python train.py --lr-find 1

Predict method

$ python predict.py

CMD shell

$ chmod 777 cmd.sh
$ ./cmd.sh