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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 Alibaba Cloud Machine Learning Platform for AI?

A versatile platform designed to provide a wide array of machine learning algorithms specifically crafted to meet your data mining and analytical requirements. The AI Machine Learning Platform offers extensive functionalities, including data preparation, feature extraction, model training, prediction, and evaluation. By unifying these elements, this platform simplifies the journey into artificial intelligence like never before. Moreover, it boasts an intuitive web interface that enables users to build experiments through a simple drag-and-drop mechanism on a canvas. The machine learning modeling process is organized into a straightforward, sequential method, which boosts efficiency and minimizes expenses during the development of experiments. With more than a hundred algorithmic components at its disposal, the AI Machine Learning Platform caters to a variety of applications, including regression, classification, clustering, text mining, finance, and time-series analysis. This functionality empowers users to navigate and implement intricate data-driven solutions with remarkable ease, ultimately fostering innovation in their projects.

Media

Media

Integrations Supported

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

Integrations Supported

Alibaba Cloud
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

$1.872 per hour
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

Alibaba Cloud

Date Founded

2008

Company Location

China

Company Website

www.alibabacloud.com/product/machine-learning

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

Machine Learning

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

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