shoe-classification / README.dataset.txt
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# Nike Adidas and Converse Shoes Classification > rawImages_70-20-10split
https://universe.roboflow.com/popular-benchmarks/nike-adidas-and-converse-shoes-classification
Provided by a Roboflow user
License: Public Domain
## Nike, Adidas and Converse Shoes Dataset for Classification
This dataset was obtained from [Kaggle](https://kaggle.com): https://www.kaggle.com/datasets/die9origephit/nike-adidas-and-converse-imaged/
### Dataset Collection Methodology:
"The dataset was obtained downloading images from `Google images`. The images with a `.webp` format were transformed into `.jpg` images. The obtained images were randomly shuffled and resized so that all the images had a resolution of `240x240 pixels`. Then, they were split into `train` and `test` datasets and saved."
### Versions:
* *v1*: `original_raw-images`: the original images without [Preprocessing](https://docs.roboflow.com/image-transformations/image-preprocessing) or [Augmentation](https://docs.roboflow.com/image-transformations/image-augmentation) applied, other than [Auto-Orient to remove EXIF data](https://blog.roboflow.com/exif-auto-orientation/). These images are in the original train/test split from Kaggle: `237 images in each train set` and `38 images in each test set`
* *v2*: `original_trainTestSplit-augmented3x`: the original train/test split, augmented with 3x image generation. This version was not trained with [Roboflow Train](https://docs.roboflow.com/train).
* *v3*: `original_trainTestSplit-augmented5x`: the original train/test split, augmented with 5x image generation. This version was not trained with Roboflow Train.
* *v4*: `rawImages_70-20-10split`: the original images without Preprocessing or Augmentation applied, other than Auto-Orient to remove EXIF data. Dataset splies were modified to a `70% train`, `20% valid`, `10%` test [train/valid/test split](https://blog.roboflow.com/train-test-split/)
* NOTE: 70%/20%/10% split: `576 images in train set`, `166 images in valid set`, `83 images in test set`
* *v5*: `70-20-10split-augmented3x`: modified to a `70% train`, `20% valid`, `10%` test train/valid/test split, augmented with 3x image generation. This version was trained with Roboflow Train.
* *v6*: `70-20-10split-augmented5x`: modified to a `70% train`, `20% valid`, `10%` test train/valid/test split, augmented with 5x image generation. This version was trained with Roboflow Train.