nwojke / deep_sort

Simple Online Realtime Tracking with a Deep Association Metric
GNU General Public License v3.0
5.27k stars 1.47k forks source link

How to trak on gray-scale videos..? #200

Open Koteswara-ML opened 4 years ago

Koteswara-ML commented 4 years ago

What all enhancements can be done to actually improve the performance of the tracking the objects in gray-scale videos..?

can some one help me with this..

studentbrad commented 3 years ago

ResNet is the CNN used to generate descriptors for the bounding box images. To use grayscale images you will have to retrain the CNN if ResNet does not suffice as is. You may be able to use ResNet by converting the grayscale images to RGB as mentioned here: https://stackoverflow.com/questions/51995977/how-can-i-use-a-pre-trained-neural-network-with-grayscale-images