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* Add catalog template * Add note in README
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Jon Duckworth
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Sep 9, 2021
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{ | ||
"version": "0.1.0", | ||
"model_id": "template", | ||
"model_type": { | ||
"learning_approach": "Supervised", | ||
"prediction_type": "Classification", | ||
"architecture": "RCNN", | ||
"description": "Description here" | ||
}, | ||
"license": "MIT", | ||
"contacts": [ | ||
{ | ||
"name": "Some Person", | ||
"organization": "My Organization", | ||
"email": "[email protected]" | ||
} | ||
], | ||
"citation": { | ||
"doi": "10.1000/xyz123", | ||
"citation": "RECOMMENDED CITATION HERE", | ||
"publications": [ | ||
{ | ||
"doi": "10.1111/xyz123", | ||
"citation": "PUBLICATION CITATION HERE" | ||
} | ||
] | ||
}, | ||
"training": { | ||
"created_at": "2020-04-12T23:20:50.52Z", | ||
"environment": { | ||
"processor": { | ||
"number_of_cores": 8, | ||
"processor_type": "GPU" | ||
}, | ||
"operating_system": "Windows", | ||
"programming_language": "Python", | ||
"dependencies": "https://www.github.com/myorg/myrepo/blob/main/somefolder/requirements.txt" | ||
}, | ||
"data": [ | ||
"https://api.radiant.earth/mlhub/v1/collections/ref_african_crops_kenya_01_source" | ||
] | ||
}, | ||
"inputs": [ | ||
{ | ||
"name": "input_var_1", | ||
"type": "float32", | ||
"shape": [50, 256, 256], | ||
"description": "Description of what the inputs should look like" | ||
} | ||
], | ||
"outputs": [ | ||
{ | ||
"name": "output_var_2", | ||
"type": "float32", | ||
"shape": [50, 1], | ||
"description": "Description of what the outputs of the model are" | ||
} | ||
], | ||
"runtimes": [ | ||
{ | ||
"type": "docker", | ||
"properties": { | ||
"format": "Docker", | ||
"link": "myregistryhost:5000/organization/model_container:1.0.0", | ||
"code_examples": [ | ||
"https://www.github.com/myorganization/greatexamples" | ||
], | ||
"host_requirements": "???" | ||
} | ||
} | ||
], | ||
"usage_recommendations": { | ||
"recommendations": [ | ||
{ | ||
"spatial": [ | ||
[34.18, 0.47 ,34.37, 0.71] | ||
], | ||
"temporal": [ | ||
["2018-04-12T00:00:00Z", "2020-03-12T00:00:00Z"] | ||
], | ||
"description": "Description of usage recomendation" | ||
} | ||
] | ||
} | ||
} |