nangmalphoo/fooddataset

Food data set for machine learning

Food DataSet

This datasets are provided by deep learning contest 2016 by Nvidia Korea.

And they answered that some of data are from Food 101.

Download

Github is limited to upload all data set, so we decide to upload to external storage.

But we don't have enough server to provide this data. So we linked it to Google drive.

If anybody want to add download link, please contact to us.

Download Link	MD5
Google Drive hosted by Chungnam National University	6780d6b556699d9b6db102406de8ef7f

How to use

• First, download all data.tar.gz and extract to where you want to work on it.
• Second, modify BINARY_FILES_DIR on config.py to where you extract.
• Finally, run tensorflow. You can use your own library or please refer our nvidia_input.py.

Data description

Train / Validation set

Label no (numpy uint8)	Image binary (numpy uint8)
1byte	256x256x3 bytes

Test set

Image binary (numpy uint8)
256x256x3 bytes

Label

Label no	Label name
0	samgupsal
1	churros
2	bulgogi
3	ojingeo_bokkeum
4	samosa
5	dakbokkeumtang
6	spaghetti_bolognese
7	galchijorim
8	sashimi
9	pork_chop
10	spring_rolls
11	panna_cotta
12	jeyuk_bokkeum
13	beef_tartare
14	cannoli
15	foie_gras
16	tacos
17	pad_thai
18	poutine
19	ramen
20	pulled_pork_sandwich
21	bibimbap
22	beignets
23	crab_cakes
24	apple_pie
25	risotto
26	galbijjim
27	paella
28	soondubu_jjigae
29	baby_back_ribs
30	miso_soup
31	frozen_yogurt
32	club_sandwich
33	carrot_cake
34	falafel
35	bread_pudding
36	kimchi
37	chicken_wings
38	gnocchi
39	caprese_salad
40	creme_brulee
41	escargots
42	chocolate_cake
43	tiramisu
44	samgyetang
45	garlic_bread
46	scallops
47	baklava
48	edamame
49	macaroni_and_cheese
50	pancakes
51	mussels
52	beet_salad
53	onion_rings
54	red_velvet_cake
55	steak
56	grilled_salmon
57	daegaejjim
58	tuna_tartare
59	deviled_eggs
60	caesar_salad
61	hummus
62	fish_and_chips
63	lasagna
64	peking_duck
65	guacamole
66	strawberry_shortcake
67	clam_chowder
68	croque_madame
69	french_onion_soup
70	beef_carpaccio
71	fried_rice
72	donuts
73	gyoza
74	soondae
75	ravioli
76	fried_calamari
77	spaghetti_carbonara
78	omelette
79	french_toast
80	lobster_bisque
81	ceviche
82	bruschetta
83	french_fries
84	nangmyeon
85	shrimp_and_grits
86	gimbob
87	filet_mignon
88	hamburger
89	dumplings
90	chicken_curry
91	sushi
92	cheese_plate
93	eggs_benedict
94	cup_cakes
95	takoyaki
96	chocolate_mousse
97	bossam
98	breakfast_burrito
99	hot_dog
100	macarons
101	waffles
102	seaweed_salad
103	greek_salad
104	huevos_rancheros
105	doenjang_chigae
106	pizza
107	chicken_quesadilla
108	hot_and_sour_soup
109	prime_rib
110	cheesecake
111	ice_cream
112	ganjang_gejang
113	jjajangmyeon
114	pajeon
115	grilled_cheese_sandwich
116	pho
117	lobster_roll_sandwich
118	nachos
119	oysters

Contributor

name	email	Organization
Dong-hee Na	[email protected]	Chungnam National Univ.
Sanggi Hong	[email protected]	Chungnam National Univ.
Sanghee Lee	[email protected]	Chungnam National Univ.