This is the python implementation of GOTURN: Generic Object Tracking Using Regression Networks.
Learning to Track at 100 FPS with Deep Regression Networks,
David Held,
Sebastian Thrun,
Silvio Savarese,
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Why implementation in python, when C++ code is already available?
- Easy to understand the overall pipeline of the algorithm in detail
- Easy to experiment new ideas
- Easy to debug and visualize the network with tools like visdom
- Little effort in portability to other OS
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Training the deep network on Imagenet and ALOV dataset
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Test code for VOT
To train your own tracker, please follow the guide
To test your own tracker on VOT2014, please follow the guide
Please write to me at nrupatunga.tunga@gmail.com, if you have any suggestions or any new functionality you like to see.