… In this work, we train a fast, large scale fine-grained detection system able to detect cars in
… of our fine-grained car dataset we also collected bounding boxes for nearly 400,000 cars in …

… Vehicle detection and recognition … vehicle datasets and high similarity of fine-grained vehicle
types. In terms of the scarcity of vehicle datasets, this study proposes a strategy of collecting …

… We also collect two large-scale datasets to prove the robustness of the proposed method.
We have presented comprehensive evaluations on the effectiveness of the swp method for the …

… a large-scale fine-grained dataset consisting of 712,430 images of 2,657 car categories
comprising all cars manufactured … and large scale dataset with citizen scientists: The fine print in …

… (eg., recognizing bird species or car make & model). In such … on large scale datasets to
small scale fine-grained domains. … on existing large scale datasets without collecting new data. …

… whole car, car front and car logo, which is for fine-grained car … on fine-grained car recognition,
we collect a large-scale car … , we collected a large-scale dataset named MPF-Cars, which …

… to build a large scale dataset, one should first collect massive images by … a large scale
dataset suitable for fine-grained vehicle classification. (2) In what way can we get detect vehicles …

… fine-grained datasets are small-scale because the labeled fine-grained data is much harder
to be collected … A large-scale car dataset for fine-grained categorization and verification. In: …

… collected a human-annotated largescale traffic lights dataset (over 60 hours). We also designed
a real-world experiment with an instrumented self-driving vehicle … a fine-grained detector …

… Cars196 dataset is collected with the web-images from multi-views. The CompCars dataset
… Tang, “A large-scale car dataset for fine-grained categorization and verification,” in Proc. …