Skip to content

Latest commit

 

History

History
46 lines (40 loc) · 1.65 KB

README.md

File metadata and controls

46 lines (40 loc) · 1.65 KB
Raw

Preparing Mini-ImageNet Dataset

@inproceedings{ren18fewshotssl,
    author = {Mengye Ren and Eleni Triantafillou and Sachin Ravi and Jake Snell and Kevin Swersky and Joshua B. Tenenbaum and Hugo Larochelle and Richard S. Zemel},
    title = {Meta-Learning for Semi-Supervised Few-Shot Classification},
    booktitle = {Proceedings of 6th International Conference on Learning Representations {ICLR}},
    year = {2018},
}

@article{ILSVRC15,
    Author = {Olga Russakovsky and Jia Deng and Hao Su and Jonathan Krause and Sanjeev Satheesh and Sean Ma and Zhiheng Huang and Andrej Karpathy and Aditya Khosla and Michael Bernstein and Alexander C. Berg and Li Fei-Fei},
    Title = {{ImageNet Large Scale Visual Recognition Challenge}},
    Year = {2015},
    journal = {International Journal of Computer Vision (IJCV)},
    doi = {10.1007/s11263-015-0816-y},
    volume = {115},
    number = {3},
    pages = {211-252}
}

The split files of mini-imagenet can be downloaded from here. The whole imagenet dataset can be downloaded from here.

The data structure is as follows:

mmfewshot
├── mmfewshot
├── configs
├── data
│   ├── mini_imagenet
│   │   ├── images
│   │   │   ├── n01440764
│   │   │   │   ├── n01440764_10026.JPEG
│   │   │   │   ├── ...
│   │   │   ├── n01443537
│   │   │   ├── ...
│   │   ├── test.csv
│   │   ├── train.csv
│   │   ├── val.csv
...