2
Nike Adidas and Converse Shoes Classification Computer Vision Project
TRY THIS MODEL
Drop an image or
Nike, Adidas and Converse Shoes Dataset for Classification
This dataset was obtained from Kaggle: 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 or Augmentation applied, other than Auto-Orient to remove EXIF data. These images are in the original train/test split from Kaggle:237 images in each train set
and38 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. - 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 a70% train
,20% valid
,10%
test train/valid/test split- NOTE: 70%/20%/10% split:
576 images in train set
,166 images in valid set
,83 images in test set
- NOTE: 70%/20%/10% split:
- v5:
70-20-10split-augmented3x
: modified to a70% 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 a70% train
,20% valid
,10%
test train/valid/test split, augmented with 5x image generation. This version was trained with Roboflow Train.
Trained Model API
This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.
Connect Your Model With Program Logic
Find utilities and guides to help you start using the Nike Adidas and Converse Shoes Classification project in your project.
Adidas-Converse-Nike
825 images
Adidas-Converse-Nike
825 images
https-youtu.be-RaRSV-SnmlQ-si-
825 images
shoes
825 images
adidas-nike-converse
825 images