AlexandreBrown / AerialSemanticSegmentation

Aerial Semantic Segmentation from Drone images using Deep Learning (Convolutional Neural Network)

cnn convolutional-neural-network convolutional-neural-networks deep-learning deep-neural-networks image-segmentation pytorch unet-image-segmentation

Aerial Semantic Segmentation

Aerial Semantic Segmentation from Drone images using Deep Learning

Raw image

Semantic Segmentation
-------------

Dataset: https://www.kaggle.com/bulentsiyah/semantic-drone-dataset
Model Architecture : UNet https://arxiv.org/abs/1505.04597
Deep Learning Framework : PyTorch

About

Aerial Semantic Segmentation from Drone images using Deep Learning (Convolutional Neural Network)

cnn convolutional-neural-network convolutional-neural-networks deep-learning deep-neural-networks image-segmentation pytorch unet-image-segmentation

MIT License

Languages

Language:Jupyter Notebook 100.0%