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M5 Project: Object Detection and Segmentation

Group 00

Team members:

Week 5: Hands on Detectron -- Object Detection and Instance Segmentation with Out of Context Datasets.

Main tasks:

(a) Out-of-Context Dataset:

  • Get qualitative results on Out-of-Context Dataset
  • Analyze the results. Why do you think it fails if it fails?

(b) MSCOCO Dataset by transplanting new objects by co-occurrence:

  • Transplant objects from test set of COCO
  • Transplanting New Object according to Co-occurrence of objects. Refer to Figure 1 in original paper

(c) MSCOCO Dataset by qualitatively Transplant:

  • Transplant objects from test set of COCO
  • Qualitatively Transplant Existing Object - Refer to Figure 2 in original paper

(d) MSCOCO Dataset by Feature interference:

  • Transplant objects from test set of COCO

  • Feature interference according to Co-occurrence of objects - Refer to Figure 3 in original paper

  • Slides for the project: T00-Google Slides

  • Link to the Overleaf article (non-editable): Group00-Overleaf

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