LensMoondream
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Related Products
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About
Lens is Moondream’s official fine-tuning service, designed to turn a general vision-language model into a highly specialized system tailored to a specific task. It provides a simple, structured workflow where users start by collecting a small dataset of images relevant to their use case, then fine-tune the model through an API using techniques such as supervised fine-tuning (SFT) or reinforcement learning, and finally deploy the customized model either through the cloud or locally with Photon. It is built around the idea that Moondream begins as a general model trained on broad, public data, and fine-tuning adapts it to understand the exact products, documents, categories, or internal information that matter to a business, significantly improving accuracy and reliability for that domain. Lens is designed for production scenarios where performance matters, enabling teams to achieve large gains in accuracy with minimal data by teaching the model to master a defined task.
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About
Ximilar is the first MLaaS platform for training and fine-tuning vision-language models without coding, enabling multimodal AI without in-house research teams.
Build and train custom models on your own image and text data, then deploy via a single API click. Chain multiple models into automated workflows using Flows.
Key capabilities:
— Vision-language model fine-tuning on custom datasets
— Image classification, annotation, and object detection
— Visual search handling thousands of queries per second
— Text-to-image search using natural language queries
— Automated tagging and product description generation
— OCR and text extraction from images
— Fashion AI for apparel tagging and visual search
— Defect detection for manufacturing and quality control
— Classification, grading, and pricing of collectible items
Built on Intel Xeon® with TensorFlow and OpenVINO. Deploy via API or offline. GDPR-compliant, EU servers. 15B+ images processed. Clients in 40+ countries.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Computer vision teams and AI engineers who need to fine-tune vision models for specific tasks and deploy them with high accuracy in real-world production environments
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Audience
E-commerce, fashion, collectibles, photography, manufacturing and quality control, home decor, healthcare, real estate, and automotive — businesses automating image and vision-language AI at scale.
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$300 per month
Free Version
Free Trial
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Pricing
$0
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationMoondream
Founded: 2024
United States
moondream.ai/p/lens
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Company InformationXimilar
Founded: 2016
Czech Republic
www.ximilar.com
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Categories |
Categories |
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Computer Vision Features
Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration
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Integrations
Claude
Cursor
GitHub
GitLab
Moondream
PHP
Photon
Postman
Python
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Integrations
Claude
Cursor
GitHub
GitLab
Moondream
PHP
Photon
Postman
Python
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