Dataset Versions
Versions
2024-10-07 11:46pm
v12
· a month ago
full box set
v11
· 2 months ago
all box- no balls
v10
· 2 months ago
set with balls
v9
· 2 months ago
2024-09-09 1:38pm
v8
· 2 months ago
whole thing
v7
· 2 months ago
2024-09-02 5:43am
v6
· 2 months ago
2024-08-21 5:11am
v5
· 3 months ago
2024-08-21 5:10am
v4
· 3 months ago
basictest
v3
· 3 months ago
v12
2024-10-07 11:46pm
Generated on Oct 7, 2024
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.
1823 Total Images
View All Images
Dataset Split
Train Set 88%
1596Images
Valid Set 8%
152Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Brightness: Between -11% and +11%
Exposure: Between -20% and +20%
Noise: Up to 0.61% of pixels