parkakka Image Dataset
Versions
2022-07-25 4:56pm
v22
Jul 25, 2022
2022-07-25 4:55pm
v21
Jul 25, 2022
2022-07-25 4:53pm
v20
Jul 25, 2022
2022-07-25 4:52pm
v19
Jul 25, 2022
2022-07-25 11:02am
v18
Jul 25, 2022
2022-07-25 10:29am
v17
Jul 25, 2022
2022-07-25 10:25am
v16
Jul 25, 2022
2022-07-25 10:23am
v15
Jul 25, 2022
2022-07-21 11:42am
v14
Jul 21, 2022
2022-07-21 11:39am
v13
Jul 21, 2022
2022-07-21 11:34am
v12
Jul 21, 2022
2022-07-21 10:28am
v11
Jul 21, 2022
2022-07-21 10:12am
v10
Jul 21, 2022
2022-07-21 10:06am
v9
Jul 21, 2022
2022-07-07 4:22pm
v8
Jul 7, 2022
2022-07-07 4:21pm
v7
Jul 7, 2022
2022-07-07 4:20pm
v6
Jul 7, 2022
2022-07-07 3:39pm
v5
Jul 7, 2022
2022-07-07 3:30pm
v4
Jul 7, 2022
2022-07-07 11:47am
v3
Jul 7, 2022
2022-07-07 11:43am
v2
Jul 7, 2022
2022-07-05 2:22pm
v1
Jul 5, 2022
v5
2022-07-07 3:39pm
Generated on Jul 7, 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.
600 Total Images
View All Images
Dataset Split
Train Set 92%
552Images
Valid Set 8%
48Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±0° Horizontal, ±28° Vertical
Hue: Between -26° and +26°
Saturation: Between -50% and +50%
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Blur: Up to 0.75px
Mosaic: Applied
Bounding Box: Noise: Up to 4% of pixels
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