├── 1. Generate_images_and_masks.ipynb ├── 2. Train.ipynb ├── 3. Inference.ipynb ├── 4. Geo-processing Tuto.ipynb ├── README.md ├── dataset.py ├── files ├── Clip_final_hlaing_thar_yar11.json ├── img.png ├── label.png └── preds.png ├── loss.py ├── models.py ├── utils ├── geo_process.py ├── image_utils.py └── readme.md └── weights ├── Dice_EPOCH150_Unet.h5 ├── Epoch1000_Unet.h5 └── readme.md /1. Generate_images_and_masks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/1. Generate_images_and_masks.ipynb -------------------------------------------------------------------------------- /2. Train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/2. Train.ipynb -------------------------------------------------------------------------------- /3. Inference.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/3. Inference.ipynb -------------------------------------------------------------------------------- /4. Geo-processing Tuto.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/4. Geo-processing Tuto.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/README.md -------------------------------------------------------------------------------- /dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/dataset.py -------------------------------------------------------------------------------- /files/Clip_final_hlaing_thar_yar11.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/files/Clip_final_hlaing_thar_yar11.json -------------------------------------------------------------------------------- /files/img.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/files/img.png -------------------------------------------------------------------------------- /files/label.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/files/label.png -------------------------------------------------------------------------------- /files/preds.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/files/preds.png -------------------------------------------------------------------------------- /loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/loss.py -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/models.py -------------------------------------------------------------------------------- /utils/geo_process.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/utils/geo_process.py -------------------------------------------------------------------------------- /utils/image_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/utils/image_utils.py -------------------------------------------------------------------------------- /utils/readme.md: -------------------------------------------------------------------------------- 1 | # This is utilities file 2 | -------------------------------------------------------------------------------- /weights/Dice_EPOCH150_Unet.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/weights/Dice_EPOCH150_Unet.h5 -------------------------------------------------------------------------------- /weights/Epoch1000_Unet.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/knwin/Building-Footprint-Extraction-From-Satellite-Images-With-Deep-Learning/HEAD/weights/Epoch1000_Unet.h5 -------------------------------------------------------------------------------- /weights/readme.md: -------------------------------------------------------------------------------- 1 | # This is weights of our pre-trained model 2 | --------------------------------------------------------------------------------