Asbest5 Image Dataset
Versions
As5V19-2022-03-18 1:53pm
v19
Mar 18, 2022
As5V18-2022-03-18 12:27pm
v18
Mar 18, 2022
As5V17-2022-03-18 11:29am
v17
Mar 18, 2022
As5V16-2022-03-17 2:51pm
v16
Mar 17, 2022
As514-asOriginal-2022-03-17 1:12pm
v14
Mar 17, 2022
As5V13-2022-03-16 4:10pm
v13
Mar 16, 2022
As5V12-2022-03-16 3:50pm
v12
Mar 16, 2022
As5V09-2022-03-15 11:30pm
v9
Mar 15, 2022
As5V05-2022-03-15 8:27pm
v5
Mar 15, 2022
As5V03-UniLab-2022-03-15 2:35pm
v3
Mar 15, 2022
As5V02-2022-03-15 12:29pm
v2
Mar 15, 2022
As5V01-test-2022-03-12 5:50pm
v1
Mar 12, 2022
v19
As5V19-2022-03-18 1:53pm
Generated on Mar 18, 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.
4476 Total Images
View All Images
Dataset Split
Train Set 84%
3756Images
Valid Set 13%
600Images
Test Set 3%
120Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 3 rows x 4 columns
Modify Classes: 3 remapped, 1 dropped
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Blur: Up to 1px
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