Hugging Face's logo

Spaces:
aletrn
/
samgis
Running

App Files Community
samgis
File size: 5,420 Bytes 
075be9e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
 
openapi: 3.0.3
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:
    url: https://www.linkedin.com/in/trincatornidor/en
  license:
    name: MIT License
  version: "1.0.0"
servers:
  - url: https://localhost:8000/
tags:
  - name: samgis
    description: segment anything applied to gis
    externalDocs:
      url: http://segment-anything.com
  - 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