fastlabel 0.1.0

The official Python SDK for FastLabel API, the Data Platform for AI

FastLabel Python SDK

Installation

$ pip install fastlabel

Usage

Configure API Key in environment variable.

export FASTLABEL_API_KEY="YOUR_API_KEY"

Initialize fastlabel client.

import fastlabel
client = fastlabel.Client()

Model Analysis

Upload Predictions

import fastlabel
from fastlabel.const import AnalysisType

# Initialize client
client = fastlabel.Client()

# Create predictions
const predictions = [
    {
        fileKey="sample1.jpg",  # file name exists in project
        labels=[
            {
                "value": "line_a",  # class value exists in project
                "points": [
                    { "x": 10, "y": 10 },
                    { "x": 20, "y": 20 },
                ]
            },
            {
                "value": "line_b",
                "points": [
                    { "x": 30, "y": 30 },
                    { "x": 40, "y": 40 },
                ]
            }
        ]
    }
]

# Upload predictions
client.upload_predictions(
    project_id="project_id",    # your fastlabel project id
    analysis_type=AnalysisType.line,    # annotation type to be analyze
    threshold=20,   # IoU percentage/pixel to analyze labels. (Ex: 0 - 100)
    predictions=predictions
)

API Docs

Check this for further information.