Dataset Versions
Versions
23 lego small
v12
· 8 months ago
2024-03-18 8:14pm
v11
· 8 months ago
23 Lego Bricks
v9
· 9 months ago
15 Lego bricks
v7
· 9 months ago
8 lego bricks
v6
· 9 months ago
2024-02-07 7:12pm
v4
· 9 months ago
2024-02-07 7:08pm
v3
· 9 months ago
white_edges
v2
· 9 months ago
reflected_edges_640
v1
· 9 months ago
v12
23 lego small
Generated on Mar 19, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
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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5594 Total Images
View All Images
Dataset Split
Train Set 87%
4890Images
Valid Set 8%
467Images
Test Set 4%
237Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Noise: Up to 0.1% of pixels