original data can be found "https://data.world/crowdflower/categorization-dress-patterns"
removed when data have same urls
removed when height or width of the box is less than 32
removed when images are same (851514697 == 851514698)
validation dataset contains randomly selected 1/10 items for each class
patterns.txt: all datatrain.txt: training datasetvalid.txt: validation dataset
total: 15391
| val | name | count |
|---|---|---|
| 0 | plain | 8255 |
| 1 | floral | 2705 |
| 2 | stripes | 696 |
| 3 | polka dot | 630 |
| 4 | tribal | 499 |
| 5 | squares | 429 |
| 6 | ikat | 343 |
| 7 | animal | 339 |
| 8 | geometry | 335 |
| 9 | cartoon | 252 |
| 10 | scales | 107 |
| 11 | chevron | 93 |
| 12 | letter_numb | 80 |
| 13 | houndstooth | 66 |
| 14 | stars | 43 |
| 15 | skull | 19 |
| 16 | OTHER | 500 |