This task is to explore the entire book database. There are 57,000 books in 30 classes. This dataset contains book cover images, title, author, and subcategories for each respective book.
book30-listing-train.csv book30-listing-test.csv
Training set and test set with all attributes including image URL, title, author, and category.
Format:
"[AMAZON INDEX (ASIN)}","[FILENAME]","[IMAGE URL]","[TITLE]","[AUTHOR]","[CATEGORY ID]","[CATEGORY]"
Example:
"1588345297","1588345297.jpg","http://ecx.images-amazon.com/images/I/51l6XIoa3rL.jpg","With Schwarzkopf: Life Lessons of The Bear","Gus Lee","1","Biographies & Memoirs"
"1404803335","1404803335.jpg","http://ecx.images-amazon.com/images/I/51UJnL3Tx6L.jpg","Magnets: Pulling Together, Pushing Apart (Amazing Science)","Natalie M. Rosinsky","4","Children's Books"
bookcover30-labels-train.txt bookcover30-labels-test.txt
Simplified training set and test set ground truth listed by image name and class number (listed below).
Format:
[FILENAME] [CLASS NO.]
Example:
1588345297.jpg 1
1404803335.jpg 4
30 classes
Training - 51,300 Total
Test - 5,700 Total
| Label | Category Name | Training Size | Test Size |
|---|---|---|---|
| 0 | Arts & Photography | 1,710 | 190 |
| 1 | Biographies & Memoirs | 1,710 | 190 |
| 2 | Business & Money | 1,710 | 190 |
| 3 | Calendars | 1,710 | 190 |
| 4 | Children's Books | 1,710 | 190 |
| 5 | Comics & Graphic Novels | 1,710 | 190 |
| 6 | Computers & Technology | 1,710 | 190 |
| 7 | Cookbooks, Food & Wine | 1,710 | 190 |
| 8 | Crafts, Hobbies & Home | 1,710 | 190 |
| 9 | Christian Books & Bibles | 1,710 | 190 |
| 10 | Engineering & Transportation | 1,710 | 190 |
| 11 | Health, Fitness & Dieting | 1,710 | 190 |
| 12 | History | 1,710 | 190 |
| 13 | Humor & Entertainment | 1,710 | 190 |
| 14 | Law | 1,710 | 190 |
| 15 | Literature & Fiction | 1,710 | 190 |
| 16 | Medical Books | 1,710 | 190 |
| 17 | Mystery, Thriller & Suspense | 1,710 | 190 |
| 18 | Parenting & Relationships | 1,710 | 190 |
| 19 | Politics & Social Sciences | 1,710 | 190 |
| 20 | Reference | 1,710 | 190 |
| 21 | Religion & Spirituality | 1,710 | 190 |
| 22 | Romance | 1,710 | 190 |
| 23 | Science & Math | 1,710 | 190 |
| 24 | Science Fiction & Fantasy | 1,710 | 190 |
| 25 | Self-Help | 1,710 | 190 |
| 26 | Sports & Outdoors | 1,710 | 190 |
| 27 | Teen & Young Adult | 1,710 | 190 |
| 28 | Test Preparation | 1,710 | 190 |
| 29 | Travel | 1,710 | 190 |