P. Photo Credits

Snacks Dataset

The images used for training the snacks models are taken from the Google Open Images dataset at https://storage.googleapis.com/openimages/web/index.html

See the file credits.csv for the names of the authors, the original image URLs, and the licensing terms for each photo.

App Icons

The camera icon was made by Daniel Bruce and is licensed under Creative Commons CC BY 3.0. Downloaded from https://www.flaticon.com/authors/daniel-bruce

The picture frame icon was made by Dave Gandy and is licensed under Creative Commons, CC BY 3.0. Downloaded from https://www.flaticon.com/authors/dave-gandy

• http://creativecommons.org/licenses/by/3.0/

Chapter 1

Pineapple photo by rrei320

• URL: https://www.flickr.com/photos/27673266@N05/14553029897
• License: https://creativecommons.org/licenses/by/2.0/

Muffins photo by vania

• URL: https://www.flickr.com/photos/v-recipes/578020399
• License: https://creativecommons.org/licenses/by/2.0/

I’m a good dog photo by Greg Heo

• URL: https://www.instagram.com/p/BLZTFnQAhwv

Waffles photo by Shanna S

• URL: https://www.flickr.com/photos/pineappleandcoconut/15933599971
• License: https://creativecommons.org/licenses/by/2.0/

The boy is holding a baseball bat

• URL: https://blog.keras.io/the-limitations-of-deep-learning.html

Chapter 2

Cat photo by Alan Loda

• URL: https://www.flickr.com/photos/144036100@N03/27791840904
• License: public domain

Dog photo by Patrick Vince

• URL: https://www.flickr.com/photos/atwistedpoet/23169235843
• License: public domain

Peeled banana photo by Slipp D. Thompson

• URL: https://www.flickr.com/photos/slippyd/8277559220
• License: https://creativecommons.org/licenses/by/2.0/

Hotdog photo by Alexis Lamster

• URL: https://www.flickr.com/photos/amlamster/7316391958
• License: https://creativecommons.org/licenses/by/2.0/

Ambiguous salad photo by Joselu Blanco

• URL: https://www.flickr.com/photos/silverman68/5623882552
• License: https://creativecommons.org/licenses/by/2.0/

M&M KitKat cake photo by Janet

• URL: https://www.flickr.com/photos/13698839@N00/8618561269
• License: https://creativecommons.org/licenses/by/2.0/

Oranges photo by bizmac

• URL: https://www.flickr.com/photos/bizmac/14712610901
• License: https://creativecommons.org/licenses/by/2.0/

Pretzels photo by Allagash Brewing

• URL: https://www.flickr.com/photos/allagashbrewing/16874642802
• License: https://creativecommons.org/licenses/by/2.0/

Apples photo by Jitze Couperus

• URL: https://www.flickr.com/photos/jitze1942/20471969212
• License: https://creativecommons.org/licenses/by/2.0/

Waffles photo by Arnold Gatilao

• URL: https://www.flickr.com/photos/arndog/5608469721
• License: https://creativecommons.org/licenses/by/2.0/

Castle photo by Tyler Brenot

• URL: https://www.flickr.com/photos/152474924@N02/36728130146/
• License: public domain

Hotdogs and apples photo by Neeta Lind

• URL: https://www.flickr.com/photos/neeta_lind/11369529674
• License: https://creativecommons.org/licenses/by/2.0/

Pineapple photo by rrei320

• URL: https://www.flickr.com/photos/27673266@N05/14553029897
• License: https://creativecommons.org/licenses/by/2.0/

Cookie photo by Stacy Spensley

• URL: https://www.flickr.com/photos/notahipster/4054380865
• License: https://creativecommons.org/licenses/by/2.0/

Apples and carrots photo by Breville USA

• URL: https://www.flickr.com/photos/breville/8734805221
• License: https://creativecommons.org/licenses/by/2.0/

Chapter 3

Doughnut photo by Jessica Spengler

• URL: https://www.flickr.com/photos/wordridden/9049507338
• License: https://creativecommons.org/licenses/by/2.0/

Ice cream photo by The MisAdventures of Maja

• URL: https://www.flickr.com/photos/misadventuresofmaja/18314540852
• License: https://creativecommons.org/licenses/by/2.0/

Pineapple pieces photo by leighklotz

• URL: https://www.flickr.com/photos/leighklotz/19572186218
• License: https://creativecommons.org/licenses/by/2.0/

Salad photo by rusvaplauke

• URL: https://www.flickr.com/photos/rusvaplauke/1115667258
• License: https://creativecommons.org/licenses/by/2.0/

Waffles photo by Shanna S

• URL: https://www.flickr.com/photos/pineappleandcoconut/15933599971
• License: https://creativecommons.org/licenses/by/2.0/

Pineapple photo by rrei320

• URL: https://www.flickr.com/photos/27673266@N05/14553029897
• License: https://creativecommons.org/licenses/by/2.0/

Ice cream guy photo by Michelle Tribe

• URL: https://www.flickr.com/photos/greencolander/7273153472
• License: https://creativecommons.org/licenses/by/2.0/

Muffins photo by vania

• URL: https://www.flickr.com/photos/v-recipes/578020399
• License: https://creativecommons.org/licenses/by/2.0/

Chapter 4

(All the photos in this chapter are part of the dataset.)

Chapter 5

Green apples photo by Alan Levine

• URL: https://www.flickr.com/photos/cogdog/21315932745
• License: https://creativecommons.org/licenses/by/2.0/

Chapter 6

Muffins photo by N i c o l a

• URL: https://www.flickr.com/photos/15216811@N06/8694455448
• License: https://creativecommons.org/licenses/by/2.0/

Apples photo by Kirinohana

• URL: https://www.flickr.com/photos/kiri_no_hana/9558521857
• License: https://creativecommons.org/licenses/by/2.0/

Chapter 7

(All the photos in this chapter are part of the dataset.)

Chapter 8

Banana guy photo by zeevveez

• URL: https://www.flickr.com/photos/zeevveez/5932888099
• License: https://creativecommons.org/licenses/by/2.0/

Salad or strawberries image photo by Steven Depolo

• URL: https://www.flickr.com/photos/stevendepolo/6023062188
• License: https://creativecommons.org/licenses/by/2.0/

Chapter 9

Cat and dog photo

• This is 2007_002597.jpg from the Pascal VOC dataset.

• http://host.robots.ox.ac.uk/pascal/VOC/voc2012/index.html

Chocolate cake photo by Calgary Reviews

• URL: https://www.flickr.com/photos/calgaryreviews/6674880811
• License: https://creativecommons.org/licenses/by/2.0/

Orange photo by Emiliano Horcada

• URL: https://www.flickr.com/photos/emilianohorcada/4667500048
• License: https://creativecommons.org/licenses/by/2.0/

Salad photo by Tatsuo Yamashita

• URL: https://www.flickr.com/photos/yto/4196836777
• License: https://creativecommons.org/licenses/by/2.0/

Hot dog photo by scott feldstein

• URL: https://www.flickr.com/photos/scottfeldstein/177839329
• License: https://creativecommons.org/licenses/by/2.0/

Green apples photo by Alan Levine

• URL: https://www.flickr.com/photos/cogdog/21315932745
• License: https://creativecommons.org/licenses/by/2.0/

Banana and salad photo by Maurina Rara

• URL: https://www.flickr.com/photos/maurina/7162799390
• License: https://creativecommons.org/licenses/by/2.0/

Chapter 10

Muffins photo by N i c o l a

• URL: https://www.flickr.com/photos/15216811@N06/8694455448
• License: https://creativecommons.org/licenses/by/2.0/

Cat and dog photo

• This is 2007_002597.jpg from the Pascal VOC dataset.
• http://host.robots.ox.ac.uk/pascal/VOC/voc2012/index.html

Fruit photo by Robert Scoble

• URL: https://www.flickr.com/photos/scobleizer/3373156563
• License: https://creativecommons.org/licenses/by/2.0/

Motorcycle photo

• This is 2007_005989.jpg from the Pascal VOC dataset.
• http://host.robots.ox.ac.uk/pascal/VOC/voc2012/index.html

Tropical island image by Ky0n Cheng

• URL: https://flic.kr/p/XfwbHy
• License: public domain