Dataset Versions
Versions
2023-03-27 1:24pm
v16
· 2 years ago
2023-03-27 1:12pm
v15
· 2 years ago
2023-03-20 12:37pm
v14
· 2 years ago
2023-03-15 12:58pm
v13
· 2 years ago
2023-03-03 1:15pm
v12
· 2 years ago
YOLO_640_1920Images
v11
· 2 years ago
640 Default YOLO 1.92K
v10
· 2 years ago
300 Default SSD 1.92K
v9
· 2 years ago
2023-02-17 6:53pm
v8
· 2 years ago
192 Red- Polygons
v6
· 2 years ago
81 Red Polygons
v5
· 2 years ago
192 mixed Polygons
v4
· 2 years ago
2023-02-15 11:33am
v3
· 2 years ago
v16
2023-03-27 1:24pm
Generated on Mar 27, 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
Choose another format.
9003 Total Images
View All Images
Dataset Split
Train Set 96%
8625Images
Valid Set 4%
364Images
Test Set 0%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -7° and +7°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -140° and +140°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Noise: Up to 2% of pixels