Dataset Versions
Versions
GrayBasketball
v10
· 7 months ago
GrayScale
v9
· 7 months ago
HardwareTeam2024
v7
· 9 months ago
2024-02-23 8:15am
v6
· 9 months ago
2024-02-19 8:17pm
v5
· 9 months ago
2024-02-02 9:31pm
v4
· 9 months ago
2024-01-21 10:07pm
v3
· 10 months ago
2023-12-21 1:31pm
v2
· a year ago
2023-11-14 3:04pm
v1
· a year ago
v10
GrayBasketball
Generated on Apr 21, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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.
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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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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3214 Total Images
View All Images
Dataset Split
Train Set 78%
2500Images
Valid Set 15%
476Images
Test Set 7%
238Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied
Modify Classes: 5 remapped, 7 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 15% of images