Dataset Versions
Versions
2023-11-28 4:19pm
v13
· a year ago
2023-11-21 2:57pm
v12
· a year ago
2023-11-21 1:45pm
v11
· a year ago
2023-11-21 3:21am
v10
· a year ago
2023-11-21 1:29am
v9
· a year ago
2023-11-19 10:22am
v8
· a year ago
2023-11-06 12:28am
v7
· a year ago
2023-11-05 8:18pm
v6
· a year ago
2023-10-28 6:44pm
v5
· a year ago
2023-10-28 6:36pm
v4
· a year ago
2023-10-28 11:37am
v3
· a year ago
2023-10-28 2:08am
v2
· a year ago
2023-10-27 2:56pm
v1
· a year ago
v2
2023-10-28 2:08am
Generated on Oct 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.
5144 Total Images
View All Images
Dataset Split
Train Set 92%
4728Images
Valid Set 6%
308Images
Test Set 2%
108Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px