5 months ago
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Linjie Yang Ping Luo Chen Change Loy Xiaou Tang
Abstract
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.
Code Repositories
duongttr/SWP
tf
Mentioned in GitHub
seanren96/Object-Detection
Mentioned in GitHub
gojkoc54/HOG_SVM_Vehicle_Detection
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| fine-grained-image-classification-on-compcars | GoogLeNet | Accuracy: 91.2% |
| fine-grained-image-classification-on-compcars | AlexNet | Accuracy: 81.9% |
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