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quinngroup / ornet

Organellar segmentation, tracking, and network modeling.
MIT License
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Create a "Graph-Building" Model #26

Open Micky774 opened 3 years ago

Micky774 commented 3 years ago

Create an algorithm/agent which initializes a starting graph, then modifies the graph via discrete actions (e.g. split/combine nodes, change node/edge features). Initially I suggest an "energy" or "cost" based algorithm which optimizes (MLL-energy). The history of the agent over the course of a single video can also serve as a representation feature.

Micky774 commented 3 years ago

This seems like it would lend itself well to a reinforcement-learning framework