Dataset Versions
Versions
2023-12-22 9:45am
v13
· a year ago
2023-12-20 5:00pm
v12
· a year ago
2023-12-19 8:24pm
v11
· a year ago
2023-12-18 2:59pm
v10
· a year ago
2023-12-16 11:36pm
v9
· a year ago
2023-12-14 8:04pm
v8
· a year ago
2023-12-14 4:35pm
v7
· a year ago
2023-12-14 4:31pm
v6
· a year ago
2023-12-14 4:05pm
v5
· a year ago
2023-12-14 3:23pm
v4
· a year ago
2023-12-14 3:16pm
v3
· a year ago
2023-12-14 11:18am
v2
· a year ago
2023-12-14 11:14am
v1
· a year ago
v4
2023-12-14 3:23pm
Generated on Dec 14, 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.
14 Total Images
View All Images
Dataset Split
Train Set 86%
12Images
Valid Set 14%
2Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Dynamic Crop: Class: PresidentUniversity
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 69% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 92% of images
Hue: Between -180° and +180°
Saturation: Between -99% and +99%
Brightness: Between -61% and +61%
Exposure: Between -54% and +54%
Blur: Up to 4.25px
Noise: Up to 25% of pixels
Cutout: 25 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 51% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical
Bounding Box: Exposure: Between -52% and +52%