r dtct Image Dataset
Versions
2024-03-26 5:39pm
v18
Mar 26, 2024
2024-03-26 4:41pm
v17
Mar 26, 2024
2024-03-19 3:54pm
v16
Mar 19, 2024
2024-03-19 1:44pm
v15
Mar 19, 2024
2024-03-19 12:53pm
v14
Mar 19, 2024
2024-03-19 12:52pm
v13
Mar 19, 2024
2024-03-13 1:46pm
v12
Mar 13, 2024
2024-03-13 1:45pm
v11
Mar 13, 2024
2024-03-13 12:46pm
v10
Mar 13, 2024
2024-03-13 11:54am
v9
Mar 13, 2024
2024-03-10 10:36pm
v8
Mar 10, 2024
2024-03-10 10:25pm
v7
Mar 10, 2024
2024-03-08 11:33am
v6
Mar 8, 2024
2024-02-29 12:46pm
v5
Feb 29, 2024
2024-02-29 12:41pm
v4
Feb 29, 2024
2024-02-16 9:30pm
v3
Feb 16, 2024
2024-02-11 9:45pm
v2
Feb 11, 2024
2024-02-11 9:34pm
v1
Feb 11, 2024
v18
2024-03-26 5:39pm
Generated on Mar 26, 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.
71 Total Images
View All Images
Dataset Split
Train Set 85%
60Images
Valid Set 8%
6Images
Test Set 7%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels
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