Dataset Versions
Versions
70-30-augmented-biasa
v9
· 4 months ago
80-20-augmented-biasa
v8
· 4 months ago
90-10-augmented-biasa
v7
· 4 months ago
70-30-augmented-greyscale
v6
· 4 months ago
80-20-augmented-greyscale
v5
· 4 months ago
90-10-augmented-greyscale
v4
· 4 months ago
70-30
v3
· 4 months ago
80-20
v2
· 4 months ago
90-10
v1
· 4 months ago
v9
70-30-augmented-biasa
Generated on Jul 28, 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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2180 Total Images
View All Images
Dataset Split
Train Set 88%
1908Images
Valid Set 12%
272Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Bounding Box: Crop: 0% Minimum Zoom, 15% Maximum Zoom
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 0.5px