Pinned Repositories
awesome-remote-sensing-papers
Selection of remote sensing papers
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
Classifying-Different-Crop-Categories-Using-Hyperspectral
Nowdays Hyperspectral data are more widely used for crop classification, we are trying to use Deep Learning to for the task of segmentation of Hyperspectral Satellite images to segment different Categories of crops. Data contains 128x128 pixels images having 7 channels or spectrums for input. We used a modified version of U-net for the purpose of Classification.
sentinelhub-py
Download and process satellite imagery in Python scripts using Sentinel Hub services.
santonugoswami's Repositories
santonugoswami/sentinelhub-py
Download and process satellite imagery in Python scripts using Sentinel Hub services.
santonugoswami/2020Sept._NLP_Resources
santonugoswami/AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
santonugoswami/amazon-sagemaker-workshop
Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more
santonugoswami/arcgis-python-api
Documentation and samples for ArcGIS API for Python
santonugoswami/awesome-project-management
Awesome lists about Project Management interesting and useful topics.
santonugoswami/Awesome_Satellite_Benchmark_Datasets
forked from Seyed-Ali-Ahmadi/Awesome_Satellite_Benchmark_Datasets
santonugoswami/climada_python
Python (3.8+) version of CLIMADA
santonugoswami/Cookbook
The Data Engineering Cookbook
santonugoswami/fastbook
The fastai book, published as Jupyter Notebooks
santonugoswami/gans-awesome-applications
Curated list of awesome GAN applications and demo
santonugoswami/geemap
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets
santonugoswami/GeostatsPy
Reimplementation of GSLIB, Spatial Data Analytics and Geostatistics in a Python package.
santonugoswami/HealthyCountryAI
An adaptable framework using AI to monitor ecosystem health
santonugoswami/HyFTech-Hyperspectral-Shallow-Deep-Feature-Extraction-Toolbox
This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction
santonugoswami/IMD
santonugoswami/interpretable-ml-book
Book about interpretable machine learning
santonugoswami/machinelearning
Machine Learning & Data Science Notebooks
santonugoswami/ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
santonugoswami/prismaread
Import PRISMA hyperspectral data and convert them to a "friendly" format
santonugoswami/pycon-2019-tutorial
Data Science Best Practices with pandas
santonugoswami/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
santonugoswami/read-GRACE-harmonics
Python tools for working with spherical harmonic coefficients from the GRACE and GRACE Follow-On missions
santonugoswami/RoadDetections
Road detections from Microsoft Maps aerial imagery
santonugoswami/santonugoswami.github.io
santonugoswami/segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
santonugoswami/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
santonugoswami/sentinel-cgan
Sentinel generative conditional adversarial network implementation
santonugoswami/WeatherBench
A benchmark dataset for data-driven weather forecasting
santonugoswami/worldstrat
The WorldStrat Dataset