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What is evoML?

evoML significantly boosts the development efficiency of high-quality machine learning models by streamlining and automating the entire data science workflow, allowing the transformation of raw data into actionable insights in just days instead of weeks. It manages essential functions such as automated data transformation, which detects anomalies and corrects imbalances, implements genetic algorithms for effective feature engineering, runs simultaneous assessments of various model alternatives, optimizes using multi-objective criteria tailored to specific metrics, and leverages GenAI technology for the creation of synthetic data, proving invaluable for rapid prototyping while ensuring compliance with data privacy laws. Users retain full ownership and the ability to adjust the generated model code, which supports the seamless deployment of models as APIs, databases, or local libraries, thereby avoiding vendor lock-in and fostering transparent, traceable processes. Moreover, evoML equips teams with intuitive visualizations, engaging dashboards, and comprehensive charts that help in identifying trends, outliers, and anomalies across different contexts, such as fraud detection, time-series forecasting, and anomaly detection. By incorporating these powerful features, evoML not only speeds up the modeling journey but also empowers users to confidently engage in data-driven decision-making. Ultimately, this innovative platform fosters a more efficient and effective approach to leveraging data for strategic insights.

What is Edge Impulse?

Develop advanced embedded machine learning applications without the need for a Ph.D. by collecting data from various sources such as sensors, audio inputs, or cameras, utilizing devices, files, or cloud services to create customized datasets. Enhance your workflow with automatic labeling tools that cover a spectrum from object detection to audio segmentation. Create and run reusable scripts that can efficiently handle large datasets in parallel through our cloud platform, promoting efficiency. Integrate custom data sources, continuous integration and delivery tools, and deployment pipelines seamlessly by leveraging open APIs to boost your project's functionality. Accelerate the creation of personalized ML pipelines by utilizing readily accessible DSP and ML algorithms that make the process easier. Carefully evaluate hardware options by reviewing device performance in conjunction with flash and RAM specifications throughout the development phases. Utilize Keras APIs to customize DSP feature extraction processes and develop distinct machine learning models. Refine your production model by examining visual insights pertaining to datasets, model performance, and memory consumption. Aim to find the perfect balance between DSP configurations and model architectures while remaining mindful of memory and latency constraints. Additionally, regularly update your models to adapt to evolving needs and advancements in technology, ensuring that your applications remain relevant and efficient. Staying proactive in model iteration not only enhances performance but also aligns your project with the latest industry trends and user needs.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

TurinTech AI

Date Founded

2018

Company Location

United Kingdom

Company Website

www.turintech.ai/evoml

Company Facts

Organization Name

Edge Impulse

Company Location

United States

Company Website

edgeimpulse.com/product

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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