Dataset Versions
Versions
v3_improvedv1 -best till now-
v14
· 2 months ago
large_anchorBox_56_manualBW
v13
· 2 months ago
large_anchorBox_56_rsz1280
v12
· 2 months ago
large_anchorBox_56
v11
· 2 months ago
large_anchorBox
v8
· 2 months ago
base images for download
v5
· 2 months ago
larger_dataset
v4
· 2 months ago
base version
v3
· 2 months ago
v11
large_anchorBox_56
Generated on Sep 2, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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136 Total Images
View All Images
Dataset Split
Train Set 88%
120Images
Valid Set 11%
15Images
Test Set 1%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -2° and +2°
Shear: ±1° Horizontal, ±1° Vertical
Brightness: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 0.5% of pixels