Dataset Versions
Versions
First demo v4 - big ds all
v8
· 2 years ago
First demo v3 - big ds - all
v7
· 2 years ago
First demo v2 - big ds - all
v6
· 2 years ago
First demo - big ds - all
v5
· 2 years ago
Merge Wood example
v4
· 2 years ago
Test of cloning example
v3
· 2 years ago
2022-10-18 12:21pm
v2
· 2 years ago
2022-10-07 1:01pm
v1
· 2 years ago
v4
Merge Wood example
Generated on Oct 21, 2022
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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1473 Total Images
View All Images
Dataset Split
Train Set 88%
1293Images
Valid Set 7%
101Images
Test Set 5%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Mosaic: Applied
Bounding Box: Flip: Horizontal