DanielSongShen/CLIP-food101-image-dataset-medium_latents
收藏Hugging Face2024-04-10 更新2024-06-12 收录
下载链接：
https://hf-mirror.com/datasets/DanielSongShen/CLIP-food101-image-dataset-medium_latents
下载链接
链接失效反馈官方服务：
资源简介：
该数据集包含图像、标签和CLIP图像潜在表示三个主要特征。标签部分涵盖了101种不同的食物类别，如苹果派、婴儿背肋、巴克拉瓦等。数据集分为训练集和测试集，分别包含16000和4000个样本。数据集的下载大小为890685739字节，总大小为870342278字节。
该数据集包含图像、标签和CLIP图像潜在表示三个主要特征。标签部分涵盖了101种不同的食物类别，如苹果派、婴儿背肋、巴克拉瓦等。数据集分为训练集和测试集，分别包含16000和4000个样本。数据集的下载大小为890685739字节，总大小为870342278字节。
提供机构：
DanielSongShen
原始信息汇总
数据集概述
特征
- image: 图像数据
- label: 类别标签，包含以下类别：
- 0: apple_pie
- 1: baby_back_ribs
- 2: baklava
- 3: beef_carpaccio
- 4: beef_tartare
- 5: beet_salad
- 6: beignets
- 7: bibimbap
- 8: bread_pudding
- 9: breakfast_burrito
- 10: bruschetta
- 11: caesar_salad
- 12: cannoli
- 13: caprese_salad
- 14: carrot_cake
- 15: ceviche
- 16: cheesecake
- 17: cheese_plate
- 18: chicken_curry
- 19: chicken_quesadilla
- 20: chicken_wings
- 21: chocolate_cake
- 22: chocolate_mousse
- 23: churros
- 24: clam_chowder
- 25: club_sandwich
- 26: crab_cakes
- 27: creme_brulee
- 28: croque_madame
- 29: cup_cakes
- 30: deviled_eggs
- 31: donuts
- 32: dumplings
- 33: edamame
- 34: eggs_benedict
- 35: escargots
- 36: falafel
- 37: filet_mignon
- 38: fish_and_chips
- 39: foie_gras
- 40: french_fries
- 41: french_onion_soup
- 42: french_toast
- 43: fried_calamari
- 44: fried_rice
- 45: frozen_yogurt
- 46: garlic_bread
- 47: gnocchi
- 48: greek_salad
- 49: grilled_cheese_sandwich
- 50: grilled_salmon
- 51: guacamole
- 52: gyoza
- 53: hamburger
- 54: hot_and_sour_soup
- 55: hot_dog
- 56: huevos_rancheros
- 57: hummus
- 58: ice_cream
- 59: lasagna
- 60: lobster_bisque
- 61: lobster_roll_sandwich
- 62: macaroni_and_cheese
- 63: macarons
- 64: miso_soup
- 65: mussels
- 66: nachos
- 67: omelette
- 68: onion_rings
- 69: oysters
- 70: pad_thai
- 71: paella
- 72: pancakes
- 73: panna_cotta
- 74: peking_duck
- 75: pho
- 76: pizza
- 77: pork_chop
- 78: poutine
- 79: prime_rib
- 80: pulled_pork_sandwich
- 81: ramen
- 82: ravioli
- 83: red_velvet_cake
- 84: risotto
- 85: samosa
- 86: sashimi
- 87: scallops
- 88: seaweed_salad
- 89: shrimp_and_grits
- 90: spaghetti_bolognese
- 91: spaghetti_carbonara
- 92: spring_rolls
- 93: steak
- 94: strawberry_shortcake
- 95: sushi
- 96: tacos
- 97: takoyaki
- 98: tiramisu
- 99: tuna_tartare
- 100: waffles
- CLIP_image_latent: 序列数据，类型为float32
数据集划分
- train: 训练集，包含16000个样本，大小为695217996.0字节
- test: 测试集，包含4000个样本，大小为175124282.0字节
数据集大小
- 下载大小: 890685739字节
- 数据集大小: 870342278.0字节
配置
- default: 默认配置
- 训练集文件路径: data/train-*
- 测试集文件路径: data/test-*
