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matterport / Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Tracking objects in video #1712

Open chrisyue1998 opened 5 years ago

chrisyue1998 commented 5 years ago

What would be the best way to assign each object an ID and track the objects through a video while maintaining the same IDs for each object? Basically, I want to be able to specify an object to mask out the background for. The resulting video would contain that object against a white background.

abhay8051 commented 5 years ago

@chrisyue1998 if you have not figured this out yet, then look for Object Tracking , IOU tracking , Kalman Filter I recently implemented this https://github.com/kcg2015/Vehicle-Detection-and-Tracking

For Video , you need to setup a pipeline with something like OpenCV

eastplainzhang commented 4 years ago

Is there such a way to perform instance segmentation and tracking at the same time? Thanks! @abhay8051