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Object Detection in Scientific Plots [Mitesh Khapra]



Table of Contents (powered by https://videoken.com)
0:01:42 Object Detection Over Scientific Plots
0:01:54 Introduction
0:03:45 Are existing object detection modes good enough?
0:04:58 Natural Images y/s Scientific Plots
0:10:06 Goal 1
0:11:25 Summary of Two Stage Detectors
0:17:40 Summary of One Stage Detectors
0:21:26 Recap of Goal 1
0:21:31 Dataset: PlotQA
0:22:10 Evaluation Metric
0:23:16 Evaluation of SOTA Models
0:23:22 Goal 2
0:23:27 A Hybrid Model: Summary
0:24:38 Proposed Model: PlotNet
0:24:42 PlotNet: Loss Function
0:25:31 PlotNet: Comparison to other models
0:25:58 Conclusion

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MQ

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