Objective: Evaluation and Development of Approaches for EVCS Detection [1]
EVCS Dataset: Dataset with high quality, fine-grained annotations of electric vehicle charging station
- Motivation
- Electric vehicles are becoming more common
- Automatic detection of charging stations helps in automated/assisted parking applications
- Existing image datasets for driving scenarios do not include annotated charging stations
- Dataset contains
- Part A: Fine-grained instance mask annotations of 8 common charging station types
- Part B: 759 images, covering 13 additional types of EVCS labelled at supercategory level
Version 1.0
Dataset
Download dataset images and evaluation scripts [1]
- Comming soon
References:
[1] Lin Chen, Sönke Südbeck, Christoph Riggers, Tobias Geib, Kai Cordes, Hellward Broszio: "EVCS: A Benchmark for Fine-Grained Electric Vehicle Charging Station Detection", under review: Intelligent Vehicles Symposium, IV 2025
