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Academic Innovations

Human Machine Collaboration with Deep Neural Networks: Efficient and Generic Interactive Segmentation Framework to Correct Test Time Mispredictions

Innovator Details

Innovator
Chetan Arora

About

A novel conditional inference technique for deep neural networks which takes the interaction by a human expert as test time constraints and perform inference conditioned upon these constraints. Can exploit learnt correlations in a pre-trained DNN for semantic segmentation, without requiring any joint training of the network with the user inputs.
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
4
TIH Name
iHub Anubhuti-IITD Foundation
Status
ongoing
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