Picsellia
  • Picsellia
  • Getting started
    • Start using Picsellia
    • Create, annotate, review a Dataset
    • Create a new Dataset Version with merged labels
    • Train a custom Object Detection model
    • Train a custom Classification model
    • Deploy model in production (Tensorflow only)
    • Feedback loop - Send predictions from models to Datalake or Datasets
  • Data Management
    • Upload assets to your Lake
    • Edit Tags for Pictures
    • Create a Dataset
    • Add data to a Dataset
    • Create a new Dataset version
    • Configure your Labels
    • Import annotation from other Dataset version
  • Experiment Tracking
    • Initialize an experiment
    • Checkout an experiment
    • Log your results to Picsell.ia
    • Store your files to Picsell.ia
    • Evaluate your models
    • Retrieve and update your assets
    • Publish your model
    • Namespace
  • Hyperparameter tuning
    • Overview
    • Install Picsell CLI
    • Config
    • Launch your Hyperparameters tuning
  • Models
    • Model HUB
  • References
    • API Reference
    • Python SDK Reference
    • Python Training Reference
  • Organization
  • Website
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On this page
  • The store method
  • Arguments
  • The download method

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  1. Experiment Tracking

Store your files to Picsell.ia

Here we will learn how to store any file that you generate during your experiment on Picsell.ia so you and your team can access it anywhere, anytime.

PreviousLog your results to Picsell.iaNextEvaluate your models

Last updated 4 years ago

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The store method

Storing a file to Picsell.ia during an experiment is as simple as this :

from picsellia.client import Client

api_token = '4d388e237d10b8a19a93517ffbe7ea32ee7f4787'
project_token = '9c68b4ae-691d-4c3a-9972-8fe49ffb2799'

experiment = Client.Experiment(
    api_token=api_token,
    project_token=project_token
    name='my_new_experiment'
    )
experiment.store('config', 'pipeline.config')

Now you can check that your file has nicely been uploaded on Picsell.ia.

Arguments

Here are the arguments of the store method :

  • name(string, default="") name of the file as displayed in Picsell.ia, use it to retrieve your file

  • path (string, default=None) the path to the file you want to upload

  • experiment_id (string, default=None) specify the id of your experiment if you have not initialized it earlier

  • zip (Boolean, default=False), set to True if you need to zip the file or even a directory before upload

The download method

If you need to retrieve and download an asset previously saved to Picsellia, you can use the download method

experiment.download('config')

You can optionnaly set some parameters when calling this method

  • path, the name of the directory you want to download your file in

  • large, if the download fail, try setting this parameter to True to force multipart download