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What is SmolVLM?
SmolVLM-Instruct is an efficient multimodal AI model that adeptly merges vision and language processing, allowing it to execute tasks such as image captioning, answering visual questions, and creating multimodal narratives. Its capability to handle both text and image inputs makes it an ideal choice for environments with limited resources. By employing SmolLM2 as its text decoder in conjunction with SigLIP for image encoding, it significantly boosts performance in tasks requiring the integration of text and visuals. Furthermore, SmolVLM-Instruct can be tailored for specific use cases, offering businesses and developers a versatile tool that fosters the development of intelligent and interactive systems utilizing multimodal data. This flexibility enhances its appeal for various sectors, paving the way for groundbreaking application developments across multiple industries while encouraging creative solutions to complex problems.
What is EMSE?
EMSE is an extensive collection of advanced yet user-friendly software tools aimed at measuring, describing, and visualizing the intricate dynamics of the human brain, widely employed in disciplines like neuroscience, neurotechnology, and clinical neurophysiology around the world. Our specialization in sophisticated multimodal source estimation techniques enables researchers to effectively combine EEG and MRI datasets, thereby enhancing clarity regarding the spatial and temporal dimensions of brain activity. While traditional neuroimaging techniques such as magnetic resonance imaging (MRI) are adept at identifying locations of brain activity, they often fail to provide accurate timing information about neural events. On the other hand, electroencephalography (EEG) and its associated method, Event-Related Potentials (ERPs), excel in timing precision but lack the capability for spatial resolution. EMSE's innovative methodology of integrating MRI and EEG data adeptly tackles the dual challenges of determining both the "where" and "when" of brain activity, delivering a comprehensive level of detail that neither modality can achieve independently. This cutting-edge technique, known as multimodal dynamic functional brain imaging or source estimation, facilitates a more profound exploration of the complex functions of the brain. Consequently, by harnessing this technology, researchers are empowered to reveal novel insights into brain dynamics that were previously beyond reach, ultimately advancing our understanding of neurological processes. The implications of such discoveries can pave the way for breakthroughs in both research and clinical applications.
Integrations Supported
Additional information not provided
Integrations Supported
Additional information not provided
API Availability
Has API
API Availability
Has API
Pricing Information
Free
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
Hugging Face
Date Founded
2016
Company Location
United States
Company Website
huggingface.co/HuggingFaceTB/SmolVLM-Instruct
Company Facts
Organization Name
Cortech Solutions
Date Founded
2001
Company Location
United States
Company Website
cortechsolutions.com/products/emse/
