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Week 7: Deep Tracking

Week 7: Deep Tracking. Students: Si Chen & Meera Hahn Mentor: Afshin Deghan. F Score Comparisons. 62.84. 45.14. 59.69. 72.02. Offline Caffe Deep Tracking. Ran offline code on all 50 sequences Fixed code: Problem with LibSVM Processing greyscale images

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Week 7: Deep Tracking

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  1. Week 7: Deep Tracking Students: Si Chen & Meera Hahn Mentor: AfshinDeghan

  2. F Score Comparisons 62.84 45.14 59.69 72.02

  3. Offline Caffe Deep Tracking • Ran offline code on all 50 sequences • Fixed code: • Problem with LibSVM • Processing greyscale images • Next steps: calculate fscores

  4. CAFFE • Trained models into tracker • Changed python paths • How well does the tracker preform in comparison to using pre-trained weights?

  5. Next steps • Fine tuning Caffe • Learning additional attributes of videos: • Motion: provide temporal data to the network so it can learn the motion • Scale change

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