Lens

Lens

Moondream
+
+

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About

Flikforge is an AI-native data management and licensing platform designed to make generative AI safe, compliant, and commercially viable across the entire content lifecycle. It connects data owners with AI developers by enabling assets to be registered, enriched, licensed, trained on, and monetized within a unified environment. It provides built-in provenance tracking and enforceable rights so every dataset and AI-generated output can be verified, audited, and legally cleared for use. Through tools such as metadata enrichment, automated contracts, and consent management, users can transform creative assets into machine-readable, AI-ready data while maintaining full ownership and control. Flikforge supports multiple asset types, including images, video, prompts, and fine-tuned models, assigning each a persistent AURA ID that tracks usage across training, generation, and publishing workflows.

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.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Media owners, creators, brands, and AI developers looking for a solution to securely license, manage, and monetize data and AI-generated content for compliant generative AI workflows

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

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

$300 per month
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Flikforge
Founded: 2024
United States
flikforge.com

Company Information

Moondream
Founded: 2024
United States
moondream.ai/p/lens

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Kontech

Kontech

Kontech.ai

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LLaMA-Factory

LLaMA-Factory

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Open R1

Open R1

Open R1

Categories

Categories

AI Fine-Tuning Supported

Integrations

Moondream Not Supported
Photon Not Supported

Integrations

Moondream Supported
Photon Supported
Claim Flikforge and update features and information
Claim Flikforge and update features and information
Claim Lens and update features and information
Claim Lens and update features and information