CLIP-EBC / README.md
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metadata
license: mit
model-index:
  - name: CLIP-EBC (ViT-B/16)
    results:
      - task:
          type: crowd-counting
        dataset:
          name: nwpu_crowd
          type: nwpu_crowd
        metrics:
          - name: MAE
            type: MAE
            value: 61.3
          - name: RMSE
            type: RMSE
            value: 278.4
        source:
          name: NWPU-Crowd Benchmark
          url: https://www.crowdbenchmark.com/nwpucrowd.html
  - name: CLIP-EBC (ViT-L/14)
    results:
      - task:
          type: crowd-counting
        dataset:
          name: nwpu_crowd
          type: nwpu_crowd
        metrics:
          - name: MAE
            type: MAE
            value: 58.2
          - name: RMSE
            type: RMSE
            value: 268.5
        source:
          name: NWPU-Crowd Benchmark
          url: https://www.crowdbenchmark.com/nwpucrowd.html

πŸš€ CLIP-EBC

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The official implementation of CLIP-EBC, proposed in the paper CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification.

For more details, please refer to the GitHub repo.