Dataset Versions
Versions
2023-08-09 2:47pm
v16
· a year ago
V15- v12 w 6 classes
v15
· a year ago
14- Added Online Images
v14
· a year ago
12- Smaller BBs
v12
· a year ago
11- More Lighting
v11
· a year ago
8-black and white seperate
v8
· a year ago
5- Increased some classes
v5
· a year ago
4 - Seperate B-W
v4
· a year ago
3 - 6 Classes
v3
· a year ago
1 - 7 Classes
v1
· a year ago
v12
12- Smaller BBs
Generated on Aug 1, 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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1555 Total Images
View All Images
Dataset Split
Train Set 90%
1400Images
Valid Set 6%
100Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 12 remapped, 0 dropped
Filter Null: Require at least 70% of images to contain annotations.
Augmentations
Outputs per training example: 4
Rotation: Between -20° and +20°
Grayscale: Apply to 10% of images
Saturation: Between -40% and +40%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%