alessandro trinca tornidor
[feat] prepare entire docker build with nvidia GPU on hf space cloning https://huggingface.co/spaces/aletrn/samgis
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openapi: 3.1.0
info:
title: Swagger SamGIS - OpenAPI 3.0
description: |-
Segment Anything applied to GIS.
Some useful links:
- [SamGIS online demo](https://ml-trinca.tornidor.com)
- [SamGIS documentation](https://docs.ml-trinca.tornidor.com)
- [My blog](https://trinca.tornidor.com)
contact:
name: alessandro's website
url: https://trinca.tornidor.com
license:
name: MIT License
url: https://opensource.org/license/mit/
version: "1.2.0"
servers:
- url: https://localhost:8000/
tags:
- name: samgis-aws
description: segment anything applied to gis (self-hosted demo)
externalDocs:
url: https://ml-trinca.tornidor.com/
- name: samgis-huggingface
description: segment anything applied to gis (huggingface demo)
externalDocs:
url: https://huggingface.co/spaces/aletrn/samgis
- name: segment-anything
description: segment anything machine learning model
externalDocs:
url: http://segment-anything.com
- name: gis
externalDocs:
url: https://it.wikipedia.org/wiki/Geographic_information_system
paths:
/lambda-ml-fastsam-api:
post:
tags:
- samgis
summary: Make GIS ML predictions
requestBody:
description: input request for GIS ML predictions
content:
application/json:
schema:
$ref: '#/components/schemas/ApiRequestBody'
required: true
responses:
'200':
description: successful operation
content:
application/json:
schema:
$ref: '#/components/schemas/ApiResponseBodySuccess'
'400':
description: Bad request
content:
application/json:
schema:
$ref: '#/components/schemas/ApiResponseBodyFailure'
'422':
description: Unprocessable Entity
content:
application/json:
schema:
$ref: '#/components/schemas/ApiResponseBodyFailure'
'500':
description: Internal Server Error
content:
application/json:
schema:
$ref: '#/components/schemas/ApiResponseBodyFailure'
components:
schemas:
ApiRequestBody:
required:
- bbox
- prompt
- zoom
type: object
properties:
bbox:
type: object
properties:
ne:
type: object
properties:
lat:
type: number
example: 46.180194387028855
lng:
type: number
example: 9.426848938165525
sw:
type: object
properties:
lat:
type: number
example: 46.17511301243843
lng:
type: number
example: 9.415862610040527
prompt:
type: array
items:
type: object
properties:
id:
type: integer
format: int32
example: 448
type:
type: string
example: point
data:
type: object
properties:
lat:
type: number
example: 46.176256754439535
lng:
type: number
example: 9.421805260519237
label:
type: integer
format: int32
example: 1
zoom:
type: integer
format: int32
example: 17
source_type:
type: string
example: OpenStreetMap
ApiResponseBodyFailure:
type: object
properties:
duration_run:
type: number
example: 0.063
message:
type: string
example: Bad Request
request_id:
type: string
example: test_invoke_id
ApiResponseBodySuccess:
type: object
properties:
n_predictions:
type: integer
format: int32
example: 1
geojson:
type: string
example: '{"type":"FeatureCollection","features":[{"type":"Feature","properties":{"raster_val":255.0},"geometry":{"type":"Polygon","coordinates":[[[9.415857195854185,46.17510931936532],[9.426854252815245,46.17510931936532],[9.426854252815245,46.18019812286394],[9.415857195854185,46.18019812286394],[9.415857195854185,46.17510931936532]]]},"id":0},{"type":"Feature","properties":{"raster_val":0.0},"geometry":{"type":"Polygon","coordinates":[[[9.143199920654297,46.30271068141335],[9.495105743408203,46.30271068141335],[9.495105743408203,46.13999860748669],[9.143199920654297,46.13999860748669],[9.143199920654297,46.30271068141335]],[[9.426854252815245,46.17510931936532],[9.426854252815245,46.18019812286394],[9.415857195854185,46.18019812286394],[9.415857195854185,46.17510931936532],[9.426854252815245,46.17510931936532]]]},"id":1}]}'
n_shapes_geojson:
type: integer
format: int32
example: 5
duration_run:
type: number
example: 6.703
message:
type: string
example: ok
request_id:
type: string
example: test_invoke_id
securitySchemes:
samgis_auth:
type: oauth2
flows:
implicit:
authorizationUrl: https://example.auth0.com/oauth/authorize
scopes:
write:lambda-ml-fastsam-api: Make GIS ML predictions