A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
arXiv:1506.08959v2866 citations
Originality Synthesis-oriented
AI Analysis
This provides a new dataset for researchers in computer vision and surveillance, but it is incremental as it builds on existing data collection efforts.
The paper tackles the problem of fine-grained car categorization and verification by introducing a large-scale dataset, with preliminary experiment results provided for classification on surveillance data.
Updated on 24/09/2015: This update provides preliminary experiment results for fine-grained classification on the surveillance data of CompCars. The train/test splits are provided in the updated dataset. See details in Section 6.