doi Image Dataset
Versions
2022-06-10 3:27pm
v14
Jun 10, 2022
2022-06-10 3:02pm
v13
Jun 10, 2022
2022-06-10 2:44pm
v12
Jun 10, 2022
2022-06-10 2:41pm
v11
Jun 10, 2022
2022-06-09 4:56pm
v10
Jun 9, 2022
2022-06-07 2:33am
v9
Jun 6, 2022
2022-06-07 2:26am
v8
Jun 6, 2022
2022-06-07 2:24am
v7
Jun 6, 2022
2022-06-07 2:15am
v6
Jun 6, 2022
2022-06-07 1:07am
v5
Jun 6, 2022
2022-06-07 1:00am
v4
Jun 6, 2022
2022-06-06 6:10pm
v3
Jun 6, 2022
2022-06-06 6:00pm
v2
Jun 6, 2022
2022-06-06 5:56pm
v1
Jun 6, 2022
v10
2022-06-09 4:56pm
Generated on Jun 9, 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.
2664 Total Images
View All Images
Dataset Split
Train Set 80%
2136Images
Valid Set 20%
528Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Tile: 2 rows x 3 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -4° and +4°
Similar Projects
defect
243 images
hole
214 images
al-1
84 images
s
163 images
surface
164 images