picsellia


Namepicsellia JSON
Version 6.19.2 PyPI version JSON
download
home_pagehttps://www.picsellia.com/
SummaryPython SDK package for Picsellia MLOps platform
upload_time2024-11-06 14:15:37
maintainerPierre-Nicolas Tiffreau
docs_urlNone
authorPierre-Nicolas Tiffreau
requires_python<3.14,>=3.9
licenseMIT
keywords ai picsellia sdk cvops
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # Picsellia SDK

Picsellia Python SDK is a python library that allows connecting to Picsellia platform.

## Documentation

Reference of the SDK can be found at [reference](https://documentation.picsellia.com/reference/client)

## Getting started
Documentation can be found at [docs](https://documentation.picsellia.com/docs/getting-started).
Start by installing the Picsellia python package in your environment.
```
pip install picsellia
```

Then, initialize a client
```python
from picsellia import Client
client = Client(api_token="<your api token>")
```

Now, use it to upload data and create a dataset !
```python
lake = client.get_datalake()
uploaded_data = lake.upload_data(filepaths=["pics/twingo.png", "pics/ferrari.png"], tags=["tag_car"])

dataset = client.create_dataset("cars").create_version("first")
dataset.add_data(uploaded_data)
```

## What is Picsellia ?

Our mission is to give you all the necessary tools to relieve the burden of AI projects off of your shoulders. As a data scientist / ML engineer / Researcher, you shouldn't have to worry about the following topics :

- [💾 Data Management](https://documentation.picsellia.com/docs/data-management)
- [📈 Experiment Tracking](https://documentation.picsellia.com/docs/experiment-tracking)
- [📘 Model Management](https://documentation.picsellia.com/docs/export-an-experiment)
- [🚀 Model Deployment](https://documentation.picsellia.com/docs/serverless)
- [👀 Model Monitoring](https://documentation.picsellia.com/docs/monitor-model)

Picsellia is the one-stop place for all the life-cycle of your Computer Vision projects, from ideation to production in a single platform 🚀.

            

Raw data

            {
    "_id": null,
    "home_page": "https://www.picsellia.com/",
    "name": "picsellia",
    "maintainer": "Pierre-Nicolas Tiffreau",
    "docs_url": null,
    "requires_python": "<3.14,>=3.9",
    "maintainer_email": "pierre-nicolas@picsellia.com",
    "keywords": "ai, picsellia, sdk, cvops",
    "author": "Pierre-Nicolas Tiffreau",
    "author_email": "pierre-nicolas@picsellia.com",
    "download_url": "https://files.pythonhosted.org/packages/64/f2/3f7a969f04bd3cdcbe6bb18aaad328ea11b1e66b7e2a5f2fe59ea7c0a57f/picsellia-6.19.2.tar.gz",
    "platform": null,
    "description": "# Picsellia SDK\n\nPicsellia Python SDK is a python library that allows connecting to Picsellia platform.\n\n## Documentation\n\nReference of the SDK can be found at [reference](https://documentation.picsellia.com/reference/client)\n\n## Getting started\nDocumentation can be found at [docs](https://documentation.picsellia.com/docs/getting-started).\nStart by installing the Picsellia python package in your environment.\n```\npip install picsellia\n```\n\nThen, initialize a client\n```python\nfrom picsellia import Client\nclient = Client(api_token=\"<your api token>\")\n```\n\nNow, use it to upload data and create a dataset !\n```python\nlake = client.get_datalake()\nuploaded_data = lake.upload_data(filepaths=[\"pics/twingo.png\", \"pics/ferrari.png\"], tags=[\"tag_car\"])\n\ndataset = client.create_dataset(\"cars\").create_version(\"first\")\ndataset.add_data(uploaded_data)\n```\n\n## What is Picsellia ?\n\nOur mission is to give you all the necessary tools to relieve the burden of AI projects off of your shoulders. As a data scientist / ML engineer / Researcher, you shouldn't have to worry about the following topics :\n\n- [\ud83d\udcbe Data Management](https://documentation.picsellia.com/docs/data-management)\n- [\ud83d\udcc8 Experiment Tracking](https://documentation.picsellia.com/docs/experiment-tracking)\n- [\ud83d\udcd8 Model Management](https://documentation.picsellia.com/docs/export-an-experiment)\n- [\ud83d\ude80 Model Deployment](https://documentation.picsellia.com/docs/serverless)\n- [\ud83d\udc40 Model Monitoring](https://documentation.picsellia.com/docs/monitor-model)\n\nPicsellia is the one-stop place for all the life-cycle of your Computer Vision projects, from ideation to production in a single platform \ud83d\ude80.\n",
    "bugtrack_url": null,
    "license": "MIT",
    "summary": "Python SDK package for Picsellia MLOps platform",
    "version": "6.19.2",
    "project_urls": {
        "Documentation": "https://documentation.picsellia.com/reference/client",
        "Homepage": "https://www.picsellia.com/"
    },
    "split_keywords": [
        "ai",
        " picsellia",
        " sdk",
        " cvops"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "396bfafd9c819f407fd4f90255f088e4f057badd273ff0dd51c19d797bdf88ea",
                "md5": "1e0fffaad1a27b2b159c35c526a0ad9b",
                "sha256": "8223862c1b04185b9af027484f139ae6d297bb95aa8b475db0c60b0697dae3dd"
            },
            "downloads": -1,
            "filename": "picsellia-6.19.2-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "1e0fffaad1a27b2b159c35c526a0ad9b",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": "<3.14,>=3.9",
            "size": 142047,
            "upload_time": "2024-11-06T14:15:35",
            "upload_time_iso_8601": "2024-11-06T14:15:35.170582Z",
            "url": "https://files.pythonhosted.org/packages/39/6b/fafd9c819f407fd4f90255f088e4f057badd273ff0dd51c19d797bdf88ea/picsellia-6.19.2-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "64f23f7a969f04bd3cdcbe6bb18aaad328ea11b1e66b7e2a5f2fe59ea7c0a57f",
                "md5": "4c4860d157c7f4eda503170a32595933",
                "sha256": "980e4f6a09f13acc76c8d236c8a9cae0fd51f49511ae9b9d87cb3258b7f66077"
            },
            "downloads": -1,
            "filename": "picsellia-6.19.2.tar.gz",
            "has_sig": false,
            "md5_digest": "4c4860d157c7f4eda503170a32595933",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": "<3.14,>=3.9",
            "size": 108295,
            "upload_time": "2024-11-06T14:15:37",
            "upload_time_iso_8601": "2024-11-06T14:15:37.415824Z",
            "url": "https://files.pythonhosted.org/packages/64/f2/3f7a969f04bd3cdcbe6bb18aaad328ea11b1e66b7e2a5f2fe59ea7c0a57f/picsellia-6.19.2.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-11-06 14:15:37",
    "github": false,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "lcname": "picsellia"
}
        
Elapsed time: 0.69973s