MiniCPM-V 4.5 | AI Image Understanding And Analysis For Vision Tasks

MiniCPM-V Image

MiniCPM-V Image is an efficient AI-powered image understanding model that analyzes and describes images based on your prompts. Upload an image, choose a preset or write a custom prompt, and get detailed descriptions, analysis, or answers about the visual content.

Why It Stands Out

Image understanding: Analyzes visual content and provides detailed descriptions.
Preset prompts: Quick access to common tasks like "describe" for instant use.
Custom prompts: Ask specific questions or request particular analysis.
Ultra-affordable: High-quality image understanding at just $0.005 per image.
Reproducibility: Use the seed parameter to recreate exact results.

Parameters

Parameter	Required	Description
image	Yes	Image to analyze (upload or public URL).
preset_prompt	No	Preset task: describe, etc. (default: describe).
custom_prompt	No	Custom question or instruction about the image.
seed	No	Set for reproducibility; -1 for random.

How to Use

Upload your image — drag and drop a file or paste a public URL.
Select a preset prompt — choose "describe" or other presets for quick analysis.
Or write a custom prompt — ask specific questions about the image.
Click Run and receive the analysis.

Example Use Cases

Using preset "describe":

Get a detailed description of the image content, subjects, and scene.

Using custom prompts:

"What objects are in this image?"
"Describe the mood and atmosphere of this photo."
"What text is visible in this image?"
"Count the number of people in this photo."
"What is the main subject doing?"

Best Use Cases

Image Captioning — Generate descriptions for images in your content.
Content Analysis — Understand and categorize visual content at scale.
Accessibility — Create alt text and descriptions for visually impaired users.
Data Extraction — Extract information from images like text, objects, or scenes.
Quality Control — Analyze images for specific attributes or content.

Pricing

Output	Price
Per image	$0.005

Pro Tips for Best Quality

Use preset prompts for common tasks like general description.
Write specific custom prompts when you need particular information.
For OCR-style tasks, ask directly: "What text is in this image?"
Combine with other models for workflows like image-to-text-to-video.

Notes

Ensure uploaded image URLs are publicly accessible.
Processing time varies based on current queue load.
Please ensure your content complies with usage guidelines.

MiniCPM-V 4.5 is the latest, most capable MiniCPM-V image model for accurate AI image understanding and analysis across visual tasks. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

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