Object Counting
The goal of Object Counting task is to count the number of object instances in a single image or video sequence. It has many real-world applications such as traffic flow monitoring, crowdedness estimation, and product counting.
Source: Learning to Count Objects with Few Exemplar Annotations
Papers
Showing 1–10 of 158 papers
All datasetsFSC147CARPKPascal VOC 2007 count-testCOCO count-testTallyQA-ComplexTallyQA-SimpleHowMany-QAPASCAL VOCOmnicount-191TRANCOS
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SMoLA-PaLI-X Specialist | Accuracy | 86.3 | — | Unverified |
| 2 | PaLI-X-VPD | Accuracy | 86.2 | — | Unverified |
| 3 | SMoLA-PaLI-X Generalist (0 shot) | Accuracy | 83.3 | — | Unverified |
| 4 | MoVie-ResNeXt | Accuracy | 74.9 | — | Unverified |
| 5 | RCN | Accuracy | 71.8 | — | Unverified |
| 6 | MoVie | Accuracy | 70.8 | — | Unverified |