Dataset Versions
Versions
2023-04-24 11:10am
v16
· 2 years ago
2023-04-23 10:16pm
v15
· 2 years ago
2023-04-23 10:07pm
v14
· 2 years ago
2023-04-23 9:54pm
v13
· 2 years ago
2023-04-23 3:55pm
v12
· 2 years ago
MALEK EB3ED NAYIK
v11
· 2 years ago
2023-04-23 2:55pm
v10
· 2 years ago
2023-04-23 9:27am
v9
· 2 years ago
2023-04-23 8:07am
v7
· 2 years ago
2023-03-28 4:02am
v4
· 2 years ago
2023-03-28 3:47am
v3
· 2 years ago
2023-03-28 3:21am
v2
· 2 years ago
2023-03-28 2:10am
v1
· 2 years ago
v3
2023-03-28 3:47am
Generated on Mar 28, 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.
13032 Total Images
View All Images
Dataset Split
Train Set 87%
11400Images
Valid Set 9%
1112Images
Test Set 4%
520Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 4.5px
Noise: Up to 6% of pixels
Cutout: 9 boxes with 14% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 25% Maximum Zoom
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels