itesl/yolos-tiny-clothing
Object Detection
•
Updated
•
45
image
imagewidth (px) 320
1.08k
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sequence | width
int64 320
1.08k
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int64 314
1.35k
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End of preview. Expand
in Dataset Viewer.
Dataset Card for Clothing Detection Dataset
This dataset is a Clothing Detection Dataset created here. However, it has English labels that correspond to the Fashionpedia. It was created to serve as an extension of the number of classes.
Supported Tasks:
- Object detection
- Image classification
Languages
All of the annotations were translated and adjusted from Spanish to English (and match the Fashionpedia dataset annotations).
Dataset Sources
Dataset Structure
DatasetDict({
train: Dataset({
features: ['image', 'objects', 'width', 'height'],
num_rows: 3332
})
})
Dataset Instances
An example of the data for one image is:
{'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=1080x1080 at 0x13E257700>, 'objects': {'bbox_id': [0, 1], 'category': [0, 4], 'bbox': [[552, 408, 623, 525], [496, 375, 691, 553]], 'area': [8307, 34710], 'genre': ['man', 'man']}, 'width': 1080, 'height': 1080}
with the type of each field defined as:
{'image': Image(decode=True, id=None), 'objects': Sequence(feature={'bbox_id': Value(dtype='int32', id=None), 'category': ClassLabel(names=['shirt, blouse', 'top, t-shirt, sweatshirt', 'sweater', 'cardigan', 'jacket', 'vest', 'pants', 'shorts', 'skirt', 'coat', 'dress', 'jumpsuit', 'cape', 'glasses', 'hat', 'headband, head covering, hair accessory', 'tie', 'glove', 'watch', 'belt', 'leg warmer', 'tights, stockings', 'sock', 'shoe', 'bag, wallet', 'scarf', 'umbrella', 'hood', 'collar', 'lapel', 'epaulette', 'sleeve', 'pocket', 'neckline', 'buckle', 'zipper', 'applique', 'bead', 'bow', 'flower', 'fringe', 'ribbon', 'rivet', 'ruffle', 'sequin', 'tassel', 'earring', 'ring', 'bracelet', 'necklace', 'swimsuit', 'underwear', 'backpack'], id=None), 'bbox': Sequence(feature=Value(dtype='int32', id=None), length=4, id=None), 'area': Value(dtype='int32', id=None), 'genre': Value(dtype='string', id=None)}, length=-1, id=None), 'width': Value(dtype='int64', id=None), 'height': Value(dtype='int64', id=None)}
Categories
The first 46 categories correspond to the original categories from the Fashionpedia.
Translation
The original annotations were changed according to the following dictionary:
{
"camisas": "shirt, blouse",
"camisas ocultas debajo de la chaqueta": "shirt, blouse",
"chaquetas": "jacket",
"cazadoras": "jacket",
"pantalones": "pants",
"pantalones cortos": "shorts",
"falda": "skirt",
"abrigos": "coat",
"vestidos": "dress",
"monos": "jumpsuit",
"gafas de sol": "glasses",
"sombreros": "hat",
"corbatas": "tie",
"guantes y manopla": "glove",
"relojes": "watch",
"cinturones": "belt",
"calcetines y medias": "tights, stockings",
"zapatos": "shoe",
"bolso": "bag, wallet",
"carteras monederos": "bag, wallet",
"bufandas": "scarf",
"pendientes": "earring",
"anillos": "ring",
"pulseras": "bracelet",
"collares": "necklace",
"trajes de baño": "swimsuit",
"ropa interior": "underwear",
"mochilas": "backpack",
"botas": "shoe"
}
- Downloads last month
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Size of downloaded dataset files:
566 MB
Size of the auto-converted Parquet files:
566 MB
Number of rows:
3,332
Models trained or fine-tuned on adam-narozniak/clothing