workspace cars

Edit Project

cars-parts-and-damages_3

Instance Segmentation

cars-parts-and-damages_3 Image Dataset

Try Pre-Trained Model
Versions!
2023-11-13 10:23pm
v2
·
7 months ago
4685
Fast
COCO
2023-11-13 7:25pm
v1
·
7 months ago
1883
v2

2023-11-13 10:23pm

Generated on Nov 13, 2023
Download Dataset

4685 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 90%
4203Images
Valid Set 5%
243Images
Test Set 5%
239Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels