Object detection Yolov5

Edit Project

plate_ocr_letters

Classification

plate_ocr_letters Image Dataset

Versions
2022-08-22 2:49pm
v2
·
2 years ago
2022-08-22 2:05pm
v1
·
2 years ago
v2

2022-08-22 2:49pm

Generated on Aug 22, 2022
Download Dataset

7154 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 87%
6258Images
Valid Set 8%
597Images
Test Set 4%
299Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 28x28

Augmentations

Outputs per training example: 3
Rotation: Between -11° and +11°
Shear: ±10° Horizontal, ±9° Vertical
Blur: Up to 1.75px
Noise: Up to 3% of pixels