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What is Lightly?

Lightly intelligently pinpoints the most significant subset of your data, improving model precision through ongoing enhancements by utilizing the best data for retraining purposes. By reducing data redundancy and bias while focusing on edge cases, you can significantly enhance the efficiency of your dataset. Lightly's algorithms are capable of processing large volumes of data in less than 24 hours. You can easily integrate Lightly with your current cloud storage solutions to automate the seamless processing of incoming data. Our API allows for the full automation of the data selection process. Experience state-of-the-art active learning algorithms that merge both active and self-supervised methods for superior data selection. By leveraging a combination of model predictions, embeddings, and pertinent metadata, you can achieve your desired data distribution. This process also provides deeper insights into your data distribution, biases, and edge cases, allowing for further refinement of your model. Moreover, you can oversee data curation efforts while keeping track of new data for labeling and subsequent model training. Installation is simple via a Docker image, and with cloud storage integration, your data is kept secure within your infrastructure, ensuring both privacy and control. This comprehensive approach to data management not only streamlines your workflow but also prepares you for shifting modeling requirements, fostering a more adaptable data strategy. Ultimately, Lightly empowers you to make informed decisions about your data, enhancing the overall performance of your machine learning models.

What is Fractal Analytics?

Gain valuable insights through the accurate recognition of objects in images and videos, a process that can significantly boost efficiency across multiple sectors. AI technology offers a myriad of benefits, from tracking individuals during events to ensuring that merchandise is appropriately displayed on retail shelves. By sorting image objects into relevant categories, detailed analyses become possible. For example, insurance companies can harness AI algorithms to assess damage to properties and vehicles, resulting in more accurate claims for their clients. The immediacy of insights provided by this technology supports prompt decision-making during critical moments. In addition, AI algorithms facilitate real-time processing for various uses, such as facial recognition. Understanding consumer behavior is also enhanced by examining their actions captured on video streams, whether in stores or at live functions. This level of analysis enables companies to gain deeper insights into customer interactions with products and brands, leading to an enriched overall experience. Furthermore, AI-enhanced analytics applied to satellite imagery can be utilized to observe real-time traffic scenarios, analyze parking lot occupancy, and more effectively categorize different types of buildings. This wide-ranging applicability underscores the transformative potential of AI across various fields, showcasing how its integration can lead to innovative solutions and improved operational outcomes.

Media

Media

Integrations Supported

Amazon S3
CVAT
Docker
Google Cloud Platform
Label Studio
Labelbox
Microsoft Azure
PyTorch
TensorFlow
V7 Darwin
Weights & Biases

Integrations Supported

Amazon S3
CVAT
Docker
Google Cloud Platform
Label Studio
Labelbox
Microsoft Azure
PyTorch
TensorFlow
V7 Darwin
Weights & Biases

API Availability

Has API

API Availability

Has API

Pricing Information

$280 per month
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

Lightly

Company Location

Switzerland

Company Website

www.lightly.ai/

Company Facts

Organization Name

Fractal

Company Location

United States

Company Website

fractal.ai/image-video-analytics/

Categories and Features

Computer Vision

Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

Machine Learning

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

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Computer Vision

Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

Machine Learning

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

Predictive Analytics

AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis

Revenue Management

Competitor Analysis
Dynamic Pricing
For Airlines
For Hospitality Industry
Forecasting
Inventory Control
Price Optimization
Recommendation Engine
Yield Management

Text Mining

Boolean Queries
Document Filtering
Graphical Data Presentation
Language Detection
Predictive Modeling
Sentiment Analysis
Summarization
Tagging
Taxonomy Classification
Text Analysis
Topic Clustering

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