ocr-plate-v1 Image Dataset
Versions
v1
2023-07-02 9:13am
Generated on Jul 2, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
937 Total Images
View All Images
Dataset Split
Train Set 92%
864Images
Valid Set 8%
73Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 128x32
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Brightness: Between 0% and +40%
Exposure: Between -15% and +15%
Noise: Up to 2% of pixels
Cutout: 10 boxes with 5% size each
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -12% and +12%
Bounding Box: Noise: Up to 3% of pixels
Similar Projects
license-plate
794 images
Vehicle-Plate-Number
630 images
License-Plate
795 images
ABC
792 images
characters
720 images