Dataset Versions
Versions
YOLOv8n_50epoch
v10
· 9 months ago
2024-03-05 11:22am
v9
· 9 months ago
YOLOv8m_50epoch
v8
· 9 months ago
YOLOv8s_50epoch
v7
· 9 months ago
2024-02-20 11:37pm
v6
· 9 months ago
2024-02-17 10:31pm
v5
· 9 months ago
2024-02-14 7:00am
v4
· 9 months ago
YOLOv8s-seg_50epoch_cos-lr_lr0-0.001
v3
· 9 months ago
YOLOv8s-seg_50epoch_lr0-0.01
v2
· 9 months ago
v2
YOLOv8s-seg_50epoch_lr0-0.01
Generated on Feb 12, 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 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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2652 Total Images
View All Images
Dataset Split
Train Set 88%
2328Images
Valid Set 8%
220Images
Test Set 4%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Blur: Up to 1px
Noise: Up to 1% of pixels
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