Satellite Image Segmentation
- 0 Collaborators
the ai project used to detect a car and swimming pool from satellite images using image segmentation approach ...learn more
Project status: Published/In Market
Overview / Usage
given satellite image data, i have to detect the swimming pool and car in the image using computer vision with deep learning.
Methodology / Approach
given a satellite images and label xml files having location cordinates and label name.
use both data to generate the ground truth mask image
separately trained both label using tensorflow for two days and find good iou measure using unet architecture.
inference the best saved model on the test image data for prediction
Technologies Used
opencv
tensorflow
pandas