Target Detection Image Dataset
Versions
2022-10-13 1:05pm
v9
Oct 13, 2022
2022-09-26 6:30pm
v8
Sep 26, 2022
2022-09-23 11:36pm
v7
Sep 23, 2022
2022-09-23 1:53pm
v6
Sep 23, 2022
2022-09-23 10:23am
v5
Sep 23, 2022
2022-09-23 7:35am
v4
Sep 22, 2022
2022-09-22 6:21am
v3
Sep 22, 2022
2022-09-06 4:39pm
v2
Sep 6, 2022
2022-08-23 3:30pm
v1
Aug 23, 2022
v8
2022-09-26 6:30pm
Generated on Sep 26, 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.
5475 Total Images
View All Images
Dataset Split
Train Set 88%
4830Images
Valid Set 8%
426Images
Test Set 4%
219Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±45° Horizontal, ±45° Vertical
Bounding Box: Rotation: Between -45° and +45°
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