API for object detection using BeagleBone Black

For a project of mine, I am working on Beagle Bone Black(BBB), my objective is to detect fire from video. I tried installing tensor flow. But neither the normal installation nor installing the pre-compiled binary gave positive results. It gives an error saying, 'is not a supported wheel on this platform'. Does BBB support tensorflow? If yes, Could you please help with this issue?
If not, can you suggest an object detection API which is supported by BBB?
Thanks in advance.