TY - DATA
T1 - Ot &amp; Sien, a dataset to help the development of object detection in children&#39;s book illustrations
PY - 2023/06/23
AU - Haoran Wang
AU - Seyran Khademi
UR - 
DO - 10.4121/d1f3ca5c-f1e4-48f5-9a04-0564572d2b9c.v1
KW - children books
KW - illustrations
KW - object detection
KW - recognition
KW - machine learning
KW - imagery content
KW - computer vision
N2 - <p>The original dataset is Ot &amp; Sien Dataset (https://lab.kb.nl/dataset/ot-sien-dataset). We corrected mistakes and made it ML-ready.</p><p>The purpose of this dataset is to help the development of automatic visual object detection in children's book illustrations. The properties of our dataset are summarized as:&nbsp;</p><ul><li>The dataset consists of illustrations rather than standard photos.&nbsp;</li><li>1452 images with 8241 objects (5.7 per image) are annotated including the category and bounding boxes.</li><li>All images are resized to 416 x 416 with black fitting edges to adapt to the training procedure.</li><li>The dataset follows a natural long-tail property, with some object categories being rare.</li><li>The dataset has imbalanced categories.</li></ul>
ER -