search

kcg2015 / Vehicle-Detection-and-Tracking

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering
536 stars 191 forks source link

using infrared camera #15

Open AndreAhmed opened 5 years ago

AndreAhmed commented 5 years ago

Hello, Thanks for your project, it's amazing. I'm planning to use infrared (thermal) camera instead of RGB camera. What changes needs to be considered ?

kcg2015 commented 5 years ago

@AndreAhmed , it sounds like an interesting project. I have never worked with thermal images before. You probably need to retrain you detector from scratch.

AndreAhmed commented 5 years ago

Can you give me more details please :) ?

AndreAhmed commented 5 years ago

Also is it possible to test your project with real time video ?

kcg2015 commented 5 years ago

@AndreAhmed , first you have to collect infrared images and label the objects that you want to detect. And then follow Tensorflow Object Detetion API tutorial (https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/running_pets.md) to train the model. Also It is possible to test the project with real time video.