OCR Image Dataset
v10
2023-06-07 3:38am
Generated on Jun 7, 2023
Popular Download Formats
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.
8474 Total Images
View All Images
Dataset Split
Train Set 94%
7944Images
Valid Set 6%
530Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 192 remapped, 20 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±11° Horizontal, ±11° Vertical
Grayscale: Apply to 100% of images
Brightness: Between -16% and +16%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 3% of pixels
Similar Projects
Tire-Text
420 images
Tire-Text
1277 images
pneus
458 images
w
8868 images
tire-OCR
9466 images