Dataset Versions
Versions
2024-04-09 10:15pm
v26
· 8 months ago
2024-01-29 5:18pm
v25
· a year ago
update-class-with-aug-320-v2
v24
· a year ago
with-aug-320-v2
v23
· a year ago
No-aug-416
v16
· a year ago
with-aug-416
v15
· a year ago
with-aug-320-v1
v14
· a year ago
No-aug-320
v10
· a year ago
2023-11-15 10:18am
v5
· a year ago
2023-11-15 10:02am
v4
· a year ago
2023-10-18 11:27pm
v2
· a year ago
2023-10-18 10:59pm
v1
· a year ago
v1
2023-10-18 10:59pm
Generated on Oct 18, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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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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1520 Total Images
View All Images
Dataset Split
Train Set 85%
1287Images
Valid Set 11%
165Images
Test Set 4%
68Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Saturation: Between -15% and +15%