books Image Dataset
Versions
2022-11-29 9:02pm
v54
Nov 29, 2022
2022-11-15 6:11pm
v48
Nov 15, 2022
2022-11-10 4:36pm
v47
Nov 10, 2022
2022-11-10 4:30pm
v46
Nov 10, 2022
2022-11-10 11:08am
v45
Nov 10, 2022
2022-10-30 10:52pm
v44
Oct 30, 2022
2022-10-22 3:21pm
v42
Oct 22, 2022
2022-10-22 2:52pm
v41
Oct 22, 2022
2022-10-16 6:11pm
v40
Oct 16, 2022
2022-10-11 2:40pm
v39
Oct 11, 2022
2022-10-05 1:53pm
v38
Oct 5, 2022
2022-10-04 2:42pm
v37
Oct 4, 2022
2022-09-21 9:43pm
v36
Sep 21, 2022
2022-09-19 7:03pm
v35
Sep 19, 2022
2022-09-17 7:12pm
v32
Sep 17, 2022
2022-09-16 9:32pm
v31
Sep 16, 2022
2022-09-15 10:51pm
v30
Sep 15, 2022
2022-09-09 11:09pm
v29
Sep 9, 2022
2022-08-17 7:51pm
v28
Aug 17, 2022
2022-08-17 1:49pm
v27
Aug 17, 2022
2022-08-01 2:17pm
v26
Aug 1, 2022
fix-4
v25
Jun 27, 2022
v54
2022-11-29 9:02pm
Generated on Nov 29, 2022
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
14997 Total Images
View All Images
Dataset Split
Train Set 68%
10257Images
Valid Set 20%
2974Images
Test Set 12%
1766Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 1
Shear: ±20° Horizontal, ±25° Vertical
Blur: Up to 3px
Cutout: 10 boxes with 14% size each
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