Accessible deep learning features

Our mission is to make AI accessible to as many people as possible by building and integrating features into our platform that help take away some of the expertise required to build, train and evaluate deep learning models.

Accessible deep learning /

Visual programming for deep learning

  • Full functionality

    Build and configure your AI models with standardized & modular drag-n-drop building blocks.

  • No hassles

    Skip learning multiple new libraries, debugging code and dealing with dependency hell.

  • Faster developments

    Spend more time solving your problem and not on tedious, repetitive coding tasks.

Accessible deep learning /

Snippets

Prebuilt models

  • Ready made

    Prebuilt & pretrained networks ready to work from. Run one or many in parallel.

  • Latest tech

    Use the latest deep learning techniques without needing to implement them yourself.

  • Start instantly

    Click and run as many different models as you like in minutes, not hours.

Accessible deep learning /

Experiment wizard

  • Snippet suggestions

    Automatic snippet suggestions based on your input data and type of problem you're trying to solve.

  • Click and run

    Select a network and click run. Create a new experiment and repeat as many times you like.

  • Lower entry barrier

    Enables anyone to start using complex deep learning models.

Workflow features

From data to model deployment, the Peltarion Platform supports the full end-to-end deep learning model development and productionalization workflow.

Workflow /

Dataset exploration

  • Data API

    Programmatically upload your data into the platform right from your preprocessing code.

  • Data Library

    Over 30 useful datasets directly on the platform ready for you to explore.

  • Inspect and edit

    Visualize features of your dataset and perform some basic transformation like resizing and cropping.

Workflow /

Model development

  • Flexible modeling

    Easily build your own models or start tinkering with over 30 prebuilt ones right away. Get suggestion from our wizard.

  • Computer Vision & NLP

    Predict, detect & classify images, text & other data.

  • Multiple data types

    Easily use and combine tabular, text, image, video and/or audio data in the same model (multimodal deep learning).

Workflow /

Model evaluation

  • Visualize results

    Ready made visualizations and metrics according to the problem you’re trying to solve.

  • Compare results

    Easily compare results of multiple experiments.

  • Predictions inspection

    [New] Inspect your model’s output predictions example by example. Verify predictions, assess accuracy, discover anomalies.

Workflow /

Model serving

  • Rest-API deployment

    Deploy your trained models directly from the platform all the way directly in your application via a Rest-API.

  • One-click deployment

    Deploy / rollback your models into production directly from the platform with one click.

  • Scalable and available

    Run any volume of predictions, thanks to autoscaled resources allocated to your application.

ML Ops features

Beyond just a linear workflow, the Peltarion Platform supports the needs of the complete, iterative lifecycle of deep learning projects. Automatically record, track, version, re-use, and audit every aspect of your projects.

ML Ops /

Experiment management

  • Experiment at scale

    Systematically run, track and manage all you deep-learning experiments from data to the deployment.

  • Click, iterate & run

    Designed to easily build, configure, run and compare multiple experiments with only a couple of clicks

  • Compare & Optimize

    Easily compare and visualize results. Learn from each experiment to optimize your model in less time.

ML Ops /

Lifecycle management

  • Projects

    All your data, experiments, deployments and their complete history in one place. Nothing is ever lost.

  • Full version control

    Automatically version-controlled datasets, experiments & deployments.

  • Faster iteration cycle

    Easily iterate, refine, and update projects on a regular basis.

ML Ops /

Collaboration

  • User admin

    Add and remove team members to your account, and manage their roles / access controls.

  • Organization admin

    See all you member accounts, available storage space and GPU hours, and number of concurrently running training jobs all in one place.

  • Better team work

    Easily prioritize ideas, reduce duplicated efforts and encourage collaboration.

ML Ops /

Governance & Security

  • Traceability

    Version control to enable reproducibility, reusability, collaboration, and governance.

  • Data privacy

    Use sensitive data on the platform without the ability to download it.

  • Manage risks

    Access controls to ensure privacy and auditable workflows facilitate managing operatonal risks.

Infrastructure features

More than just a software solution, the Peltarion Platform offers you access to fully managed cloud storage and computing resources.

Infrastructure /

Compute & Storage

  • All you need

    Train on GPUs and run inference on CPUs instantly.

  • Zero setup

    Get access to storage, computation and deployment resources, and skip the tedious work of setting up a cloud environment and managing it yourself.

  • Auto-Scaling

    Scale models and deployments without any DevOps required.

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