Dataset Versions
Versions
70-20-10 new
v19
· 2 years ago
2023-03-10 4:21am
v17
· 2 years ago
2023-02-05 5:28am
v15
· 2 years ago
88-8-4
v14
· 2 years ago
70-20-10
v13
· 2 years ago
Fit -black edges- in 720x480 2023-01-09 4-56am
v12
· 2 years ago
NoErrorAnnotation - Will be used for training -trial and error-
v8
· 2 years ago
2023-01-05 7:27pm
v3
· 2 years ago
2023-01-05 7:18pm
v2
· 2 years ago
v15
2023-02-05 5:28am
Generated on Feb 4, 2023
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.
Other Formats
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3866 Total Images
View All Images
Dataset Split
Train Set 88%
3384Images
Valid Set 8%
314Images
Test Set 4%
168Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 19 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±13° Horizontal, ±13° Vertical
Saturation: Between -20% and +20%
Brightness: Between 0% and +15%