diff --git a/README.md b/README.md index 111b59b..fb9354b 100644 --- a/README.md +++ b/README.md @@ -19,3 +19,9 @@ The aim of the project is to train a convolutional neural network model for imag * [Sentinel-1-SAR](Sentinel-1-SAR:1-band) #### For more details about the methodology and results, refer to the [project report](Report.pdf) + +### Regarding datasets: +* Satellite images were extracted from Google Earth Engine for both the Sentinel-1 and Sentinel-2 satellites. +Here is the link for it: https://code.earthengine.google.com/. The script for this is added to the repository. +* For the ground truths, the Bhuvan platform was used. Here is the link: https://bhuvan-app1.nrsc.gov.in/thematic/thematic/index.php +* My dataset link: https://drive.google.com/drive/u/1/folders/1ZMlwmboKkTi8bayKyeEBa1XTiHCbLtBa. Though, the data here is not kept in a structured way. diff --git a/requirements.txt b/requirements.txt index 036fc88..05ce3df 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,6 +1,6 @@ opencv_python==4.2.0.34 matplotlib==2.1.1 -tensorflow_gpu==2.4.0 +tensorflow_gpu==2.12.0 scikit_image==0.17.2 numpy==1.13.3 osgeo==0.0.0