lvgangcan Image Dataset
Versions
2023-09-25 9:25am
v19
Sep 25, 2023
2023-07-31 2:44pm
v18
Jul 31, 2023
2023-07-12 1:48pm
v17
Jul 12, 2023
2023-07-12 9:17am
v16
Jul 12, 2023
2023-07-11 5:05pm
v15
Jul 11, 2023
2023-07-06 11:07am
v14
Jul 6, 2023
2023-05-22 3:45pm
v13
May 22, 2023
2023-05-22 1:46pm
v12
May 22, 2023
2023-05-19 4:43pm
v11
May 19, 2023
2023-05-17 2:10pm
v10
May 17, 2023
2023-05-15 2:10pm
v9
May 15, 2023
2023-05-12 4:48pm
v8
May 12, 2023
2023-05-10 11:18am
v7
May 10, 2023
2023-05-09 2:59pm
v6
May 9, 2023
2023-05-08 10:30am
v5
May 8, 2023
2023-04-24 5:32pm
v4
Apr 24, 2023
2023-04-23 10:20am
v3
Apr 23, 2023
2023-04-19 12:04pm
v2
Apr 19, 2023
2023-04-19 11:47am
v1
Apr 19, 2023
v19
2023-09-25 9:25am
Generated on Sep 25, 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.
15460 Total Images
View All Images
Dataset Split
Train Set 91%
14086Images
Valid Set 2%
327Images
Test Set 7%
1047Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 7 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -23° and +23°
Shear: ±19° Horizontal, ±23° Vertical
Blur: Up to 2.25px
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