ballhandler-basketball Image Dataset
Versions
2022-08-19 10:47am
v11
Aug 19, 2022
2022-08-04 4:39pm
v10
Aug 4, 2022
2022-07-27 8:51pm
v9
Jul 28, 2022
2022-07-27 6:06pm
v8
Jul 27, 2022
2022-07-26 7:17pm
v7
Jul 27, 2022
2022-07-26 7:15pm
v6
Jul 27, 2022
2022-07-26 7:04pm
v4
Jul 27, 2022
2022-07-26 4:15pm
v3
Jul 26, 2022
2022-07-25 9:40pm
v2
Jul 26, 2022
2022-07-25 7:33pm
v1
Jul 26, 2022
v11
2022-08-19 10:47am
Generated on Aug 19, 2022
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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1894 Total Images
View All Images
Dataset Split
Train Set 87%
1640Images
Valid Set 9%
173Images
Test Set 4%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x360
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
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