Dataset Versions
Versions
raw current dataset pd2 handwritten - onting machine generated
v20
· 3 months ago
raw current dataset pd2 handwritten only
v19
· 3 months ago
yolov8 actual deploy model
v16
· 4 months ago
yolov5 actual deploy model
v15
· 4 months ago
3 designs yolov5 dataset
v12
· 4 months ago
3 designs frcnn ssd dataset
v11
· 4 months ago
v11
3 designs frcnn ssd dataset
Generated on Jul 25, 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
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7374 Total Images
View All Images
Dataset Split
Train Set 88%
6453Images
Valid Set 8%
615Images
Test Set 4%
306Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Blur: Up to 2px
Noise: Up to 1.96% of pixels