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Add collection link
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-49
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+54
-49
lines changed
Lines changed: 47 additions & 47 deletions
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{
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"stac_version": "1.0.0",
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"stac_extensions": [
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"https://stac-extensions.github.io/ml-model/v1.0.0/schema.json"
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],
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"type": "Collection",
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"id": "model-cyclone-wind-estimation-torchgeo",
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"title": "Tropical Cyclone Wind Speed Estimation Model",
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"description": "Regression model that can be used to esimate the wind speed of a tropical cyclone based on a GOES image of the storm. This model was trained on the [Tropical Cyclone Wind Estimation Competition dataset](https://mlhub.earth/10.34911/rdnt.xs53up) using the [Torchgeo](https://github.com/microsoft/torchgeo) package.",
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"license": "MIT",
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"extent": {
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"spatial": {
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"bbox": [
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[
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-179.999,
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-89.999,
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179.999,
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89.999
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]
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]
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},
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"temporal": {
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"interval": [
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[
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"2000-01-01T00:00:00Z",
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"2019-12-12T23:59:59Z"
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]
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"stac_version": "1.0.0",
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"stac_extensions": [
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"https://stac-extensions.github.io/ml-model/v1.0.0/schema.json"
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],
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"type": "Collection",
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"id": "model-cyclone-wind-estimation-torchgeo",
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"title": "Tropical Cyclone Wind Speed Estimation Model",
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"description": "Regression model that can be used to esimate the wind speed of a tropical cyclone based on a GOES image of the storm. This model was trained on the [Tropical Cyclone Wind Estimation Competition dataset](https://mlhub.earth/10.34911/rdnt.xs53up) using the [Torchgeo](https://github.com/microsoft/torchgeo) package.",
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"license": "MIT",
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"extent": {
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"spatial": {
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"bbox": [
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[
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-179.999,
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-89.999,
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179.999,
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89.999
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]
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}
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},
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"summaries": {
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"ml-model:learning_approach": [
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"supervised"
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],
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"ml-model:prediction_type": [
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"regression"
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],
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"ml-model:architecture": [
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"resnet18"
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]
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},
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"links": [
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{
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"href": "https://example.com/examples/collection.json",
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"rel": "self"
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},
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{
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"href": "./item.json",
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"rel": "item"
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}
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"temporal": {
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"interval": [
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[
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"2000-01-01T00:00:00Z",
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"2019-12-12T23:59:59Z"
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]
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]
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}
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},
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"summaries": {
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"ml-model:learning_approach": [
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"supervised"
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],
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"ml-model:prediction_type": [
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"regression"
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],
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"ml-model:architecture": [
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"resnet18"
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]
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}
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},
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"links": [
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{
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"href": "https://example.com/examples/collection.json",
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"rel": "self"
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},
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{
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"href": "./item.json",
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"rel": "item"
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}
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]
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}

examples/cyclone-wind-speed/item.json

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"links": [
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{
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"rel": "root",
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"href": "./catalog.json",
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"href": "./collection.json",
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"type": "application/json",
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"title": "Root Catalog"
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},
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{
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"rel": "parent",
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"href": "./catalog.json",
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"href": "./collection.json",
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"type": "application/json",
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"title": "Root Catalog"
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},
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{
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"rel": "collection",
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"href": "./collection.json",
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"type": "application/json"
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},
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{
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"rel": "ml-model:inferencing-image",
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"href": "docker.io/radiantearth/cyclone-model-torchgeo:1",

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