openfoodfacts/nutriscore-yolo
Object Detection
•
Updated
•
4
Datasets:
Dataset Viewer
image_id
stringlengths 10
20
| image
imagewidth (px) 201
4.64k
| width
int64 201
4.64k
| height
int64 209
4.79k
| meta
dict | objects
dict |
|---|---|---|---|---|---|
3242272102359-4
| 1,244 | 1,500 |
{
"barcode": "3242272102359",
"off_image_id": "4",
"image_url": "https://static.openfoodfacts.org/images/products/324/227/210/2359/4.jpg"
}
|
{
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]
],
"category_id": [
0
],
"category_name": [
"nutriscore-a"
]
}
|
|
3596710428083-4
| 694 | 1,200 |
{
"barcode": "3596710428083",
"off_image_id": "4",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/042/8083/4.jpg"
}
|
{
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],
"category_id": [
2
],
"category_name": [
"nutriscore-c"
]
}
|
|
3770009392037-1
| 3,024 | 4,032 |
{
"barcode": "3770009392037",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/377/000/939/2037/1.jpg"
}
|
{
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"category_id": [
0
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"category_name": [
"nutriscore-a"
]
}
|
|
3596710463268-1
| 1,125 | 2,000 |
{
"barcode": "3596710463268",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/3268/1.jpg"
}
|
{
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],
"category_id": [
4
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"category_name": [
"nutriscore-e"
]
}
|
|
29003310-1
| 1,151 | 1,200 |
{
"barcode": "29003310",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/29003310/1.jpg"
}
|
{
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"category_id": [
1
],
"category_name": [
"nutriscore-b"
]
}
|
|
2000000000190-1
| 827 | 1,200 |
{
"barcode": "2000000000190",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/200/000/000/0190/1.jpg"
}
|
{
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"category_id": [
1
],
"category_name": [
"nutriscore-b"
]
}
|
|
3095759480019-1
| 1,101 | 1,360 |
{
"barcode": "3095759480019",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/948/0019/1.jpg"
}
|
{
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],
"category_id": [
3
],
"category_name": [
"nutriscore-d"
]
}
|
|
3587633309016-1
| 1,424 | 1,200 |
{
"barcode": "3587633309016",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/358/763/330/9016/1.jpg"
}
|
{
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]
],
"category_id": [
2
],
"category_name": [
"nutriscore-c"
]
}
|
|
3248832940584-12
| 1,035 | 1,200 |
{
"barcode": "3248832940584",
"off_image_id": "12",
"image_url": "https://static.openfoodfacts.org/images/products/324/883/294/0584/12.jpg"
}
|
{
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],
"category_id": [
0
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"category_name": [
"nutriscore-a"
]
}
|
|
3033491350689-1
| 1,076 | 1,200 |
{
"barcode": "3033491350689",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/303/349/135/0689/1.jpg"
}
|
{
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]
],
"category_id": [
1
],
"category_name": [
"nutriscore-b"
]
}
|
|
3250392764920-1
| 675 | 1,200 |
{
"barcode": "3250392764920",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/325/039/276/4920/1.jpg"
}
|
{
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],
"category_id": [
3
],
"category_name": [
"nutriscore-d"
]
}
|
|
3596710465767-1
| 1,379 | 1,200 |
{
"barcode": "3596710465767",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/5767/1.jpg"
}
|
{
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]
],
"category_id": [
3
],
"category_name": [
"nutriscore-d"
]
}
|
|
3596710459841-1
| 1,714 | 1,200 |
{
"barcode": "3596710459841",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/045/9841/1.jpg"
}
|
{
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"category_id": [
1
],
"category_name": [
"nutriscore-b"
]
}
|
|
17101394-1
| 2,764 | 3,686 |
{
"barcode": "17101394",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/17101394/1.jpg"
}
|
{
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"category_id": [
0
],
"category_name": [
"nutriscore-a"
]
}
|
|
3596710457823-4
| 2,434 | 2,356 |
{
"barcode": "3596710457823",
"off_image_id": "4",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/045/7823/4.jpg"
}
|
{
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"category_id": [
2
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"category_name": [
"nutriscore-c"
]
}
|
|
3596710465132-4
| 556 | 1,200 |
{
"barcode": "3596710465132",
"off_image_id": "4",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/5132/4.jpg"
}
|
{
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"category_id": [
1
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"category_name": [
"nutriscore-b"
]
}
|
|
2095736494016-1
| 1,273 | 1,200 |
{
"barcode": "2095736494016",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/209/573/649/4016/1.jpg"
}
|
{
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2
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"category_name": [
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]
}
|
|
2600438012149-1
| 831 | 1,360 |
{
"barcode": "2600438012149",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/260/043/801/2149/1.jpg"
}
|
{
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2
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"category_name": [
"nutriscore-c"
]
}
|
|
3021762512171-1
| 1,900 | 1,200 |
{
"barcode": "3021762512171",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/302/176/251/2171/1.jpg"
}
|
{
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"category_id": [
0
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"category_name": [
"nutriscore-a"
]
}
|
|
3095759658012-3
| 1,745 | 2,400 |
{
"barcode": "3095759658012",
"off_image_id": "3",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/965/8012/3.jpg"
}
|
{
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"category_id": [
3
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"category_name": [
"nutriscore-d"
]
}
|
|
3033491386466-1
| 1,365 | 1,200 |
{
"barcode": "3033491386466",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/303/349/138/6466/1.jpg"
}
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{
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"category_name": [
"nutriscore-a"
]
}
|
|
3083681086478-1
| 901 | 1,200 |
{
"barcode": "3083681086478",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/308/368/108/6478/1.jpg"
}
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{
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}
|
|
3596710464456-1
| 1,712 | 1,200 |
{
"barcode": "3596710464456",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/4456/1.jpg"
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{
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}
|
|
3497917002178-1
| 851 | 1,200 |
{
"barcode": "3497917002178",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/349/791/700/2178/1.jpg"
}
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{
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"category_name": [
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]
}
|
|
3095758931109-11
| 1,728 | 2,400 |
{
"barcode": "3095758931109",
"off_image_id": "11",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/893/1109/11.jpg"
}
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{
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|
|
3596710459155-1
| 1,191 | 1,200 |
{
"barcode": "3596710459155",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/045/9155/1.jpg"
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{
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}
|
|
3596710466122-1
| 1,601 | 1,200 |
{
"barcode": "3596710466122",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/6122/1.jpg"
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{
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}
|
|
3248830015277-6
| 1,072 | 1,200 |
{
"barcode": "3248830015277",
"off_image_id": "6",
"image_url": "https://static.openfoodfacts.org/images/products/324/883/001/5277/6.jpg"
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{
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}
|
|
2000000078500-1
| 2,000 | 1,999 |
{
"barcode": "2000000078500",
"off_image_id": "1",
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{
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}
|
|
3095758480010-5
| 2,265 | 3,175 |
{
"barcode": "3095758480010",
"off_image_id": "5",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/848/0010/5.jpg"
}
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|
|
3095756255016-4
| 2,786 | 3,357 |
{
"barcode": "3095756255016",
"off_image_id": "4",
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}
|
|
3596710457359-3
| 1,496 | 2,000 |
{
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{
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}
|
|
3095759658012-1
| 825 | 1,200 |
{
"barcode": "3095759658012",
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|
|
3596710462100-2
| 976 | 1,200 |
{
"barcode": "3596710462100",
"off_image_id": "2",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/2100/2.jpg"
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|
|
3095759495013-5
| 2,400 | 2,308 |
{
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}
|
|
5400112278208-1
| 1,600 | 1,200 |
{
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|
|
3596690760494-1
| 901 | 1,200 |
{
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}
|
|
3596710380930-7
| 626 | 1,200 |
{
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"image_url": "https://static.openfoodfacts.org/images/products/359/671/038/0930/7.jpg"
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{
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"category_name": [
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}
|
|
3095758863011-13
| 2,400 | 2,309 |
{
"barcode": "3095758863011",
"off_image_id": "13",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/886/3011/13.jpg"
}
|
{
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2
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"category_name": [
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}
|
|
3033491388064-5
| 3,024 | 4,032 |
{
"barcode": "3033491388064",
"off_image_id": "5",
"image_url": "https://static.openfoodfacts.org/images/products/303/349/138/8064/5.jpg"
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}
|
|
3095751627016-6
| 2,400 | 2,308 |
{
"barcode": "3095751627016",
"off_image_id": "6",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/162/7016/6.jpg"
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0
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"nutriscore-a"
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}
|
|
3188720004618-1
| 1,091 | 1,115 |
{
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"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/318/872/000/4618/1.jpg"
}
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{
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0
],
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}
|
|
3596690764157-1
| 740 | 1,200 |
{
"barcode": "3596690764157",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/669/076/4157/1.jpg"
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{
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1
],
"category_name": [
"nutriscore-b"
]
}
|
|
3033491147067-19
| 1,000 | 1,333 |
{
"barcode": "3033491147067",
"off_image_id": "19",
"image_url": "https://static.openfoodfacts.org/images/products/303/349/114/7067/19.jpg"
}
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{
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1
],
"category_name": [
"nutriscore-b"
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}
|
|
3700009265345-3
| 3,024 | 4,032 |
{
"barcode": "3700009265345",
"off_image_id": "3",
"image_url": "https://static.openfoodfacts.org/images/products/370/000/926/5345/3.jpg"
}
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{
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2
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"nutriscore-c"
]
}
|
|
3095755158011-6
| 1,550 | 2,400 |
{
"barcode": "3095755158011",
"off_image_id": "6",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/515/8011/6.jpg"
}
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{
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3
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"category_name": [
"nutriscore-d"
]
}
|
|
3596710450794-2
| 726 | 1,200 |
{
"barcode": "3596710450794",
"off_image_id": "2",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/045/0794/2.jpg"
}
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{
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4
],
"category_name": [
"nutriscore-e"
]
}
|
|
3033491210983-4
| 3,024 | 4,032 |
{
"barcode": "3033491210983",
"off_image_id": "4",
"image_url": "https://static.openfoodfacts.org/images/products/303/349/121/0983/4.jpg"
}
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{
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0
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"category_name": [
"nutriscore-a"
]
}
|
|
3366760044089-1
| 493 | 667 |
{
"barcode": "3366760044089",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/336/676/004/4089/1.jpg"
}
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{
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0
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"category_name": [
"nutriscore-a"
]
}
|
|
3095759617019-3
| 2,016 | 2,400 |
{
"barcode": "3095759617019",
"off_image_id": "3",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/961/7019/3.jpg"
}
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{
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4
],
"category_name": [
"nutriscore-e"
]
}
|
|
3095751510011-12
| 1,728 | 2,400 |
{
"barcode": "3095751510011",
"off_image_id": "12",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/151/0011/12.jpg"
}
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{
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2
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"nutriscore-c"
]
}
|
|
3596710459643-1
| 883 | 1,200 |
{
"barcode": "3596710459643",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/045/9643/1.jpg"
}
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{
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1
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"nutriscore-b"
]
}
|
|
3596690765680-1
| 1,320 | 1,200 |
{
"barcode": "3596690765680",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/669/076/5680/1.jpg"
}
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{
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1
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"nutriscore-b"
]
}
|
|
3095758944017-8
| 1,746 | 2,400 |
{
"barcode": "3095758944017",
"off_image_id": "8",
"image_url": "https://static.openfoodfacts.org/images/products/309/575/894/4017/8.jpg"
}
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{
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0
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"nutriscore-a"
]
}
|
|
3021760291054-1
| 969 | 1,200 |
{
"barcode": "3021760291054",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/302/176/029/1054/1.jpg"
}
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{
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0
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"nutriscore-a"
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}
|
|
3250392764982-1
| 704 | 1,200 |
{
"barcode": "3250392764982",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/325/039/276/4982/1.jpg"
}
|
{
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0
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"nutriscore-a"
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}
|
|
2614154020937-1
| 897 | 1,200 |
{
"barcode": "2614154020937",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/261/415/402/0937/1.jpg"
}
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{
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0
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"category_name": [
"nutriscore-a"
]
}
|
|
3596710464067-1
| 1,040 | 1,200 |
{
"barcode": "3596710464067",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/359/671/046/4067/1.jpg"
}
|
{
"bbox": [
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0.8846424221992493,
0.21582713723182678,
0.9987499713897705,
0.46361884474754333
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"category_id": [
1
],
"category_name": [
"nutriscore-b"
]
}
|
|
3366760044096-1
| 484 | 652 |
{
"barcode": "3366760044096",
"off_image_id": "1",
"image_url": "https://static.openfoodfacts.org/images/products/336/676/004/4096/1.jpg"
}
|
{
"bbox": [
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0.8106595277786255,
0.8551446199417114,
0.9875153303146362,
0.9857438206672668
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1
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"category_name": [
"nutriscore-b"
]
}
|
End of preview. Expand
in Data Studio
Open Food Facts Nutriscore detection dataset
This dataset was used to train the Nutri-score object detection model running in production at Open Food Facts.
Images were collected from the Open Food Facts database and labeled manually. Just like the original images, the images in this dataset are licensed under the Creative Commons Attribution Share Alike license (CC-BY-SA 3.0).
Fields
image_id: Unique identifier for the image, generated from the barcode and the image number.image: Image data.width: Image original width in pixels.height: Image original height in pixels.meta: Additional metadata.barcode: Product barcode.off_image_id: Open Food Facts image number.image_url: URL to the image on the Open Food Facts website.
objects: Object detection annotations.bbox: List of bounding boxes in the format (y_min, x_min, y_max, x_max). Coordinates are normalized between 0 and 1, using the top-left corner as the origin.category_id: List of category IDs.category_name: List of category names.
Versions
1.0: Original data used to train the tf-nutriscore-1.0 model.2.0: New version of the dataset with improvements over the original version: the bounding boxes are more tightly cropped around the Nutri-score, some labeling errors were corrected, and images for which the model was failing were added to the dataset to improve future versions of the model.
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Size of downloaded dataset files:
210 MB
Size of the auto-converted Parquet files:
210 MB
Number of rows:
584
Models trained or fine-tuned on openfoodfacts/nutriscore-object-detection