Metadata-Version: 2.1
Name: earth-vision
Version: 0.0.1
Summary: Python library for solving computer vision tasks specifically for satellite imagery
Home-page: https://github.com/jakartaresearch/earth-vision
Author: Jakarta Research Team
Author-email: researchjair@gmail.com
License: MIT
Download-URL: https://github.com/jakartaresearch/earth-vision/archive/v0.0.1.tar.gz
Description: # earth-vision
        
        Earth Vision is a python library for solving computer vision tasks specifically for satellite imagery.
        
        ## Objective
        
        To ease researcher to run ML pipelines for AI or Deep Learning Applications in solving **Earth Observation** (EO) tasks.
        
        ## Examples
        
        ### Dataset Download
        
        ```
        from torch.utils.data import DataLoader
        from earthvision.datasets import DeepSat
        
        train_dataset = DeepSat(root='./', dataset_type='SAT-4', download=True, data_mode=0)
        test_dataset = DeepSat(root='./', dataset_type='SAT-4', download=False, data_mode=1)
        
        train_dataloader = DataLoader(train_dataset, batch_size=64, shuffle=True)
        test_dataloader = DataLoader(test_dataset, batch_size=64, shuffle=True)
        
        train_data, train_label = next(iter(train_dataloader))
        test_data, test_label = next(iter(test_dataloader))
        ```
        
        ## Features
        
        1. Wrapper to download open sourced EO dataset for ML tasks:
        
        - AerialCactus
        - COWC
        - DeepSat
        - DroneDeploy
        - EuroSat
        - L8SPARCS
        - LandCover
        - RESISC45
        - UCMercedLand
        
        
        
Keywords: computer-vision,pytorch,machine-learning,satellite-imagery
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Description-Content-Type: text/markdown
