Allen-lz / fine-grained-dataset

Collecting datasets for fine-grained image recognition, and providing a ready-to-run demo for newcomers when time permits.

Fine-Grained Recognition Dataset Zoo

Collecting datasets for fine-grained image recognition, and providing a ready-to-run demo for newcomers when time permits.😊

Cars Dataset (Cars 196)

Homepage: [click]

Details:

Count: 16,185 images (8,144 training images + 8,041 testing images, roughtly has been split in a 50-50 split)

Class: 196 classes

Tips: Classes are typically at the level of Make, Model, Year, e.g. 2012 Tesla Model S or 2012 BMW M3 coupe.

Download:

Training images:[click]

Testing images:[click]

Label and Bounding Box:[click]

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FGVC-Aircraft Benchmark (Aircraft 100)

Homepage:[click]

Details:

Count: 10,200 images

Class: 100 classes

Tips: The data is divided into three equally-sized training, validation and test subsets.

Download:

Data/Annotations/Evaluation Code:[click]

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Columbia Dogs with Parts Dataset

Homepage: [click]

Details:

Count: 8,351 images

Class: 133 classes

Tips: 8 part locations annotated for each image

Download:

All the images in zip file (1.1GB)[click]

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Others

MSR Image Recognition Challenge (IRC) @ IEEE ICME 2016

Homepage: [click]

Clickture Data Summary: [click]