Dataset Versions

Try Pre-Trained Model

testing less classes

5k imgs -1250 No aug-

5xaug 5k imgs -1250b4-

3000imgs - Noise- RebalaNced

2025imgs -no resize-

v17

3000imgs resie

Generated on Jul 15, 2024

Download Dataset

2889 Total Images

View All Images

Dataset Split

Train Set 88%

2529Images

Valid Set 8%

241Images

Test Set 4%

119Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Noise: Up to 0.18% of pixels

Similar Projects

Instance Segmentation

Arboretum Less classes REU Rover Project

1.3k images

Instance Segmentation Model yolov11 yolov11n yolov8 yolov8n roboflow-3-n-seg

Trail Segmentation data5610

1.3k images 4 models

Instance Segmentation

rdpr tomas liveen

329 images

Object Detection Model snap

Image_Class_Segment Binita

304 images 1 model

Instance Segmentation

offroad-dataset-ii-instance Sai Chamakura

1.4k images