Dataset Versions
Versions
2024-09-30 6:34am
v16
· 2 months ago
2024-09-29 10:42am
v15
· 2 months ago
2024-09-29 8:25am
v14
· 2 months ago
2024-09-29 12:05am
v8
· 2 months ago
2024-09-28 4:22pm
v7
· 2 months ago
2024-09-28 4:21pm
v6
· 2 months ago
2024-09-28 4:19pm
v5
· 2 months ago
2024-09-28 3:14pm
v4
· 2 months ago
2024-09-28 1:58pm
v3
· 2 months ago
2024-09-28 8:28am
v2
· 2 months ago
2024-09-28 8:03am
v1
· 2 months ago
v16
2024-09-30 6:34am
Generated on Sep 30, 2024
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.
671 Total Images
View All Images
Dataset Split
Train Set 89%
597Images
Valid Set 8%
52Images
Test Set 3%
22Images
Preprocessing
Auto-Orient: Applied
Dynamic Crop: Class: ideal
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2px
Bounding Box: Noise: Up to 0.1% of pixels