Metadata-Version: 2.1
Name: layerx-sdk
Version: 0.0.6
Summary: LayerX Python SDK
Home-page: UNKNOWN
Author: LayerX
Author-email: <support@layerx.ai>
License: UNKNOWN
Keywords: python,datalake,datasetsync,ai,annotation,layerx,machine learning
Platform: UNKNOWN
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Operating System :: Microsoft :: Windows
Description-Content-Type: text/markdown


# layerx-python-sdk



LayerX Python API Client

Sync (upload/download) with LayerX stacks via APIs from your local machine



You can

- Upload model runs data





## Installation



`$ pip install layerx-sdk`



## Usage



```python

import layerx  

  

api_key = 'xxxxxxxxxx' 

secret = 'xxxxxxxxxxx'

url = 'https://api.xxxx.layerx.ai'

  

client = layerx.LayerxClient(api_key, secret, url)  



collection_base_path = 'path1/path2/'

  

#upload box type annotations

file_path_bbox = '/home/bob/mydata/example_bbox.json' #local file path

client.upload_modelrun_from_json(collection_base_path, 'test model v1.0.1', file_path_bbox, 'rectangle')



#upload polygon type annotations

file_path_polygon = '/home/bob/mydata/example_polygon.json'

client.upload_modelrun_from_json(collection_base_path, 'test model v1.0.2', file_path_polygon, 'polygon')



#upload line type annotations

file_path_line = '/home/bob/mydata/example_line.json'

client.upload_modelrun_from_json(collection_base_path, 'test model v1.0.3', file_path_line, 'line')

```



## Sample Data



**Box Geometry**

```json

{

   "images":[

      {

         "image":"000000397133.jpg",

         "annotations":[

            {

               "bbox":[

                  217.62,

                  240.54,

                  38.99,

                  57.75

               ],

               "label":"kitchen",

               "metadata":{

                  "name":"bottle"

               },

               "confidence":0.30611335805442985

            }

         ]

      }

   ]

}

```



**Polygon Geometry**

```json

{

   "images":[

      {

         "image":"000000397133.jpg",

         "annotations":[

            {

               "polygon":[

                  [

                     224.24,

                     297.18

                  ],

                  [

                     228.29,

                     297.18

                  ],

                  [

                     234.91,

                     298.29

                  ],

                  [

                     243.0,

                     297.55

                  ],

                  [

                     249.25,

                     296.45

                  ],

                  [

                     252.19,

                     294.98

                  ],

                  [

                     256.61,

                     292.4

                  ],

                  [

                     254.4,

                     264.08

                  ],

                  [

                     251.83,

                     262.61

                  ],

                  [

                     241.53,

                     260.04

                  ],

                  [

                     235.27,

                     259.67

                  ],

                  [

                     230.49,

                     259.67

                  ],

                  [

                     233.44,

                     255.25

                  ],

                  [

                     237.48,

                     250.47

                  ],

                  [

                     237.85,

                     243.85

                  ],

                  [

                     237.11,

                     240.54

                  ],

                  [

                     234.17,

                     242.01

                  ],

                  [

                     228.65,

                     249.37

                  ],

                  [

                     224.24,

                     255.62

                  ],

                  [

                     220.93,

                     262.61

                  ],

                  [

                     218.36,

                     267.39

                  ],

                  [

                     217.62,

                     268.5

                  ],

                  [

                     218.72,

                     295.71

                  ],

                  [

                     225.34,

                     297.55

                  ]

               ],

               "label":"kitchen",

               "metadata":{

                  "name":"bottle"

               },

               "confidence":0.8316836170368476

            }

         ]

      }

   ]

}

```



**Line Geometry**

```json

{

   "images":[

      {

         "image":"000000397133.jpg",

         "annotations":[

            {

               "line":[

                  [

                     217.62,

                     240.54

                  ],

                  [

                     256.61,

                     240.54

                  ],

                  [

                     256.61,

                     298.28999999999996

                  ],

                  [

                     217.62,

                     298.28999999999996

                  ]

               ],

               "label":"kitchen",

               "metadata":{

                  "name":"bottle"

               },

               "confidence":0.9496247739008129

            }

         ]

      }

   ]

}

```



