Dataset Versions
Versions
Marble_Track2_LetterboxWhite_NoShear
v7
· 16 days ago
Marble_Track2_LetterboxWhite_Shear
v6
· 19 days ago
Marble_Track2_LetterboxBlack_Shear
v5
· 20 days ago
Marble_Final_Track2
v4
· a month ago
Marble_Final_Track2_Rejected
v3
· a month ago
Marble_Static_Test_11
v2
· 2 months ago
Marble_Static_Test
v1
· 2 months ago
v5
Marble_Track2_LetterboxBlack_Shear
Generated on Nov 23, 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.
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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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220 Total Images
View All Images
Dataset Split
Train Set 93%
204Images
Valid Set 5%
11Images
Test Set 2%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 4 remapped, 1 dropped
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 3
Shear: ±13° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.13% of pixels