papper_db Image Dataset
Versions
2023-04-22 2:29pm
v10
Apr 22, 2023
papaer-strong
v9
Mar 20, 2023
papper-start
v8
Mar 18, 2023
2023-03-10 9:45pm
v7
Mar 10, 2023
2023-02-12 4:10pm
v6
Feb 12, 2023
2022-12-11 3:26pm
v5
Dec 11, 2022
2022-12-11 2:12pm
v4
Dec 11, 2022
2022-12-08 2:23pm
v3
Dec 8, 2022
2022-12-04 3:13pm
v2
Dec 4, 2022
2022-12-04 2:05pm
v1
Dec 4, 2022
v10
2023-04-22 2:29pm
Generated on Apr 22, 2023
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.
957 Total Images
View All Images
Dataset Split
Train Set 84%
805Images
Valid Set 10%
97Images
Test Set 6%
55Images
Preprocessing
Resize: Fit (black edges) in 720x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
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