openfoodfacts/nutrient-detection-layout
收藏资源简介：
该数据集主要包含与食品营养成分相关的信息，如碳水化合物、脂肪、能量等。数据集的特征包括ner_tags、tokens、bboxes、image和meta等。ner_tags特征包含了一系列与食品营养成分相关的标签，tokens特征是一个字符串序列，bboxes特征是一个整数序列的序列，image特征是一个图像类型，meta特征是一个结构体，包含条形码、图像ID、图像URL、OCR URL、批次、标签工作室ID、检查状态、USDA表格、营养文本、无营养表格和评论等信息。数据集分为训练集和测试集，训练集包含1690个样本，测试集包含180个样本。
This dataset primarily contains information related to food nutritional components, such as carbohydrates, fats, energy, etc. The features of the dataset include ner_tags, tokens, bboxes, image, and meta. The ner_tags feature contains a series of labels related to food nutritional components, the tokens feature is a sequence of strings, the bboxes feature is a sequence of sequences of integers, the image feature is of image type, and the meta feature is a structure containing barcode, image ID, image URL, OCR URL, batch, label studio ID, checked status, USDA table, nutrition text, no nutrition table, and comments. The dataset is divided into a training set and a test set, with the training set containing 1690 samples and the test set containing 180 samples.
数据集概述
数据集特征
-
meta
- barcode: 字符串
- image_id: 字符串
- image_url: 字符串
- ocr_url: 字符串
- batch: 字符串
- label_studio_id: 整数
- checked: 布尔值
- usda_table: 布尔值
- nutrition_text: 布尔值
- no_nutrition_table: 布尔值
- comment: 字符串
-
tokens: 字符串序列
-
bboxes
- 序列: 整数序列
-
ner_tags
- 类标签:
- 0: O
- 1: B-FIBER_100G
- 2: I-FIBER_100G
- 3: B-CHOLESTEROL_100G
- 4: I-CHOLESTEROL_100G
- 5: B-CHOLESTEROL_SERVING
- 6: I-CHOLESTEROL_SERVING
- 7: B-SATURATED_FAT_100G
- 8: I-SATURATED_FAT_100G
- 9: B-SUGARS_100G
- 10: I-SUGARS_100G
- 11: B-IRON_100G
- 12: I-IRON_100G
- 13: B-VITAMIN_D_100G
- 14: I-VITAMIN_D_100G
- 15: B-SALT_100G
- 16: I-SALT_100G
- 17: B-TRANS_FAT_100G
- 18: I-TRANS_FAT_100G
- 19: B-VITAMIN_D_SERVING
- 20: I-VITAMIN_D_SERVING
- 21: B-FAT_100G
- 22: I-FAT_100G
- 23: B-CARBOHYDRATES_100G
- 24: I-CARBOHYDRATES_100G
- 25: B-ADDED_SUGARS_SERVING
- 26: I-ADDED_SUGARS_SERVING
- 27: B-ENERGY_KCAL_SERVING
- 28: I-ENERGY_KCAL_SERVING
- 29: B-CALCIUM_SERVING
- 30: I-CALCIUM_SERVING
- 31: B-SERVING_SIZE
- 32: I-SERVING_SIZE
- 33: B-PROTEINS_SERVING
- 34: I-PROTEINS_SERVING
- 35: B-ENERGY_KCAL_100G
- 36: I-ENERGY_KCAL_100G
- 37: B-SODIUM_100G
- 38: I-SODIUM_100G
- 39: B-CARBOHYDRATES_SERVING
- 40: I-CARBOHYDRATES_SERVING
- 41: B-ENERGY_KJ_SERVING
- 42: I-ENERGY_KJ_SERVING
- 43: B-SODIUM_SERVING
- 44: I-SODIUM_SERVING
- 45: B-SALT_SERVING
- 46: I-SALT_SERVING
- 47: B-SUGARS_SERVING
- 48: I-SUGARS_SERVING
- 49: B-PROTEINS_100G
- 50: I-PROTEINS_100G
- 51: B-FIBER_SERVING
- 52: I-FIBER_SERVING
- 53: B-ENERGY_KJ_100G
- 54: I-ENERGY_KJ_100G
- 55: B-CALCIUM_100G
- 56: I-CALCIUM_100G
- 57: B-POTASSIUM_100G
- 58: I-POTASSIUM_100G
- 59: B-IRON_SERVING
- 60: I-IRON_SERVING
- 61: B-FAT_SERVING
- 62: I-FAT_SERVING
- 63: B-POTASSIUM_SERVING
- 64: I-POTASSIUM_SERVING
- 65: B-SATURATED_FAT_SERVING
- 66: I-SATURATED_FAT_SERVING
- 67: B-TRANS_FAT_SERVING
- 68: I-TRANS_FAT_SERVING
- 69: B-ADDED_SUGARS_100G
- 70: I-ADDED_SUGARS_100G
- 类标签:
-
image: 图像
数据集分割
-
train
- num_bytes: 213450873.0
- num_examples: 732
-
test
- num_bytes: 21422030.0
- num_examples: 80
数据集大小
- download_size: 230515614
- dataset_size: 234872903.0
配置
- config_name: default
- data_files
- train: data/train-*
- test: data/test-*
