Dataset Versions
Versions
1024x512 ver
v12
· 2 years ago
2022-08-19 12:56pm
v11
· 2 years ago
2022-08-08 10:40am
v9
· 2 years ago
OnlyBallsForSVM
v8
· 2 years ago
BetterQualityV1
v7
· 2 years ago
2022-06-02 4:41pm
v6
· 2 years ago
2022-06-01 2:40pm
v5
· 2 years ago
2022-05-31 3:01pm
v4
· 2 years ago
2022-05-31 2:59pm
v3
· 2 years ago
2022-05-31 1:02pm
v2
· 2 years ago
2022-05-25 10:53am
v1
· 2 years ago
v4
2022-05-31 3:01pm
Generated on May 31, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
1238 Total Images
View All Images
Dataset Split
Train Set 88%
1086Images
Valid Set 8%
96Images
Test Set 5%
56Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -18° and +18°
Exposure: Between -16% and +16%
Noise: Up to 10% of pixels
Cutout: 25 boxes with 4% size each
Mosaic: Applied
Bounding Box: Noise: Up to 6% of pixels