Benchmark:

MOT20Det | MOT17Det |

Short name:

SW_YoloX_det

Description:

Shift Window-YOLOX (SW-YOLOX) incorporates a novel Shift Window-Path Aggregation Feature Pyramid Network (SW-PAFPN) to integrate with the YOLOX detector, further enhancing feature extraction and the robustness of pedestrian detection.

Reference:

C.-Y. Tsai, R.-Y. Wang and Y.-C. Chiu, “SW-YOLOX: A Real-Time Pedestrian Detection System Based on Sliding Window-Mixed Attention Mechanism in YOLOX Lightweight Network,” Neurocomputing, accepted for publication, DOI: https://doi.org/10.1016/j.neucom.2024.128357

Last submitted:

June 23, 2023 (1 year ago)

Published:

July 03, 2023 at 11:24:27 CET

Submissions:

2

Project page / code:

https://github.com/RVL224/SW-YOLOX

Open source:

Yes

Hardware:

2.4 GHZ，24 Core

Runtime:

12.6 Hz

Benchmark performance:

Detailed performance:

Raw data:

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