ball ipn Image Dataset
Versions
2023-08-19 1:43pm
v16
Aug 19, 2023
2023-08-19 11:20am
v15
Aug 19, 2023
2023-08-19 11:19am
v14
Aug 19, 2023
2023-08-19 11:18am
v13
Aug 19, 2023
2023-08-19 11:16am
v12
Aug 19, 2023
2023-08-19 11:15am
v11
Aug 19, 2023
2023-08-19 11:13am
v10
Aug 19, 2023
2023-08-19 11:10am
v9
Aug 19, 2023
2023-08-19 11:08am
v8
Aug 19, 2023
2023-08-19 11:07am
v7
Aug 19, 2023
2023-08-19 11:00am
v6
Aug 19, 2023
2023-08-19 10:47am
v5
Aug 19, 2023
2023-08-19 10:45am
v4
Aug 19, 2023
v16
2023-08-19 1:43pm
Generated on Aug 19, 2023
Popular Download Formats
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.
96 Total Images
View All Images
Dataset Split
Train Set 91%
87Images
Valid Set 5%
5Images
Test Set 4%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -159° and +159°
Saturation: Between -90% and +90%
Brightness: Between -62% and +62%
Exposure: Between -27% and +27%
Blur: Up to 3.75px
Noise: Up to 10% of pixels
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