Pedestrian Detection
Pedestrian detection is the task of detecting pedestrians from a camera.
Further state-of-the-art results (e.g. on the KITTI dataset) can be found at 3D Object Detection.
( Image credit: High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection )
Papers
Showing 1–10 of 438 papers
All datasetsCaltechCityPersonsLLVIPDVTODTJU-Ped-trafficTJU-Ped-campusCVC14Caltech Pedestrian DatasetMMPD-Dataset
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | YOLOv6 (Thermal) | mAP | 84.4 | — | Unverified |
| 2 | CFT | mAP | 82.7 | — | Unverified |
| 3 | YOLOv3 (Thermal) | mAP | 82.7 | — | Unverified |
| 4 | CMX | mAP | 81.6 | — | Unverified |
| 5 | YOLOv7 (Thermal) | mAP | 77.8 | — | Unverified |
| 6 | YOLOv6 (Visible) | mAP | 38.1 | — | Unverified |
| 7 | YOLOv7 (Visible) | mAP | 35.3 | — | Unverified |
| 8 | YOLOv3 (Visible) | mAP | 34.5 | — | Unverified |