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CSE515_MWDB_Project/Phase 1/README.md
Kaushik Narayan R e26108bc3d task 3 done
2023-09-10 20:06:21 -07:00

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Phase 1

Getting started: PyTorch, Caltech101 dataset, ResNet50 and similarity measures

  • Refer phase1_project23.pdf for problem description
  • For task 3, the best distance measures seem to be:
    • Color moments - Pearson (faces especially)
    • Histogram of oriented gradients (HOG) - Cosine similarity
    • ResNet50 (avgpool, layer3, fc) - unsatisfactory results for all, simply used euclidean