Pickle Ball Image Dataset
Versions
2022-08-31 1:31pm
v12
Aug 31, 2022
2022-08-23 1:54pm
v11
Aug 23, 2022
2022-08-22 3:56pm
v10
Aug 22, 2022
2022-08-22 1:09pm
v9
Aug 22, 2022
2022-08-22 9:38am
v8
Aug 22, 2022
2022-08-19 10:57am
v7
Aug 19, 2022
2022-08-18 4:43pm
v6
Aug 18, 2022
2022-08-17 5:31pm
v5
Aug 17, 2022
2022-08-16 9:46pm
v4
Aug 17, 2022
2022-08-16 9:44pm
v3
Aug 17, 2022
2022-08-11 3:58pm
v1
Aug 11, 2022
v12
2022-08-31 1:31pm
Generated on Aug 31, 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
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565 Total Images
View All Images
Dataset Split
Train Set 86%
486Images
Valid Set 8%
48Images
Test Set 5%
31Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-81% Horizontal Region, 0-70% Vertical Region
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Hue: Between -4° and +4°
Brightness: Between 0% and +13%
Exposure: Between -5% and +5%
Noise: Up to 0% of pixels
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