/IR_detection

Primary LanguagePython

Detection of humans with InfraRed Camera and Deep Convolutional Neural Networks

This repository was created to build binary classificator, which will be able to detect humans with IR camera. Resutlts of this reasearch can be found in IR_detection.pdf file located in this repository. For training purpose FLIR ADAS dataset has been used, which can be found under this link https://adas-dataset-v2.flirconservator.com/#downloadguide.

Require modules can be found in Requirements.txt

To run the training of the network write:

$ git clone https://github.com/LeweLotki/IR_detection/tree/master.git
$ cd IR_detection
$ python main.py

Dataset example:

301287547_1143381839720157_4980938975901516024_n

Network Architecture:

pobrane2