ABAD 2024 Image Dataset
Versions
2024-04-03 10:39pm
v14
Apr 3, 2024
2024-04-01 1:29pm
v13
Apr 1, 2024
2024-03-26 11:12am
v12
Mar 26, 2024
2024-03-26 8:54am
v11
Mar 26, 2024
2024-03-26 8:54am
v10
Mar 26, 2024
2024-03-26 8:54am
v9
Mar 26, 2024
2024-03-26 8:54am
v8
Mar 26, 2024
2024-03-26 8:54am
v7
Mar 26, 2024
2024-03-26 8:54am
v6
Mar 26, 2024
2024-03-26 8:54am
v5
Mar 26, 2024
2024-03-26 8:54am
v4
Mar 26, 2024
2024-03-26 8:54am
v3
Mar 26, 2024
2024-03-26 8:53am
v2
Mar 26, 2024
2024-03-26 8:49am
v1
Mar 26, 2024
v14
2024-04-03 10:39pm
Generated on Apr 3, 2024
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.
1200 Total Images
View All Images
Dataset Split
Train Set 88%
1050Images
Valid Set 8%
100Images
Test Set 4%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
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