Part Object Detector Image Dataset
Versions
2023-10-15 12:36am
v12
Oct 15, 2023
2023-10-14 11:13pm
v11
Oct 15, 2023
RF-support-generated
v10
Dec 7, 2022
2022-12-07 1:43pm
v9
Dec 7, 2022
2022-11-11 10:00pm
v8
Nov 12, 2022
2022-10-26 4:42pm
v7
Oct 26, 2022
2022-10-26 3:42pm
v6
Oct 26, 2022
2022-10-26 2:52pm
v5
Oct 26, 2022
2022-10-26 2:21pm
v4
Oct 26, 2022
2022-10-25 1:29pm
v3
Oct 25, 2022
2022-10-24 10:13pm
v2
Oct 25, 2022
2022-10-24 4:18pm
v1
Oct 24, 2022
v12
2023-10-15 12:36am
Generated on Oct 15, 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.
3578 Total Images
View All Images
Dataset Split
Train Set 82%
2940Images
Valid Set 9%
325Images
Test Set 9%
313Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -28° and +28°
Shear: ±22° Horizontal, ±17° Vertical
Brightness: Between -36% and +36%
Blur: Up to 2.25px
Noise: Up to 2% of pixels
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