geo_tutorial's Introduction

GEO_tutorial

This repository contains documentation and code for the GEO lecture .

1. derece başlık

2. derece başlık

3. derece başlık

Bu normal fontlu bir cümle.
Bu italic fontlu bir cümle.
Bu da italic fontlu bir cümle.
Bu kalın fontlu bir cümle
Bu da neden kalın fontlu bir cümle olmasın?

    def forward(self, x):
        """Sequentially pass `x` trough model`s encoder, decoder and heads"""
        features = self.encoder(x) # Extract features 

        decoder_output = self.decoder(*features) # Decoder output for segmentation task
        pred = self.segmentation_head(decoder_output) # Feed the decoder output to the segmentation head

        reconstruct_decoder_output = self.skipless_decoder(*features) # Decoder output for reconstruction task
        reconst_mask = self.reconstruct_segmentation_head(reconstruct_decoder_output) # Feed the decoder output to the reconstruction head

        return pred,reconst_mask

If you find our work beneficial, consider citing our paper!

Dataset used in this work is from SpaceNet6 challange. See the arXiv paper here: "SpaceNet 6: Multi-Sensor All Weather Mapping Dataset"

              precision    recall  f1-score   support

    building       0.90      0.86      0.88  38508672
not_building       0.99      0.99      0.99 547096448

    accuracy                           0.98 585605120
   macro avg       0.95      0.93      0.94 585605120
weighted avg       0.98      0.98      0.98 585605120

Recommend Projects