Analyze Image

Analyze Image is an Apify Actor that analyzes any image with AI-powered computer vision and returns detailed descriptions, object identification, and scene understanding through a simple API. Provide an image URL, choose an analysis type — general, detailed, technical, or creative — and get structured results in 10-30 seconds. Powered by advanced vision-language models for production-grade image understanding.

What Is Analyze Image?

Analyze Image is an AI-powered image analysis API that provides comprehensive visual understanding and description of any image. Simply provide an image URL and receive detailed analysis including object identification, scene description, color composition, and contextual interpretation. This computer vision API supports multiple image formats (JPEG, PNG, GIF, WebP) and works with direct URLs and Google Drive links. Results include the model and provider used, so every analysis is reproducible.

Key Features

• Object Detection — identify and describe objects, people, and elements in images
• Scene Understanding — comprehensive descriptions of settings and environments
• Color & Composition Analysis — understand visual elements, lighting, and artistic composition
• Mood & Emotion Detection — extract feelings, atmosphere, and creative interpretations
• REST API — simple HTTP API for easy integration into any application
• Multiple Formats — supports JPEG, PNG, GIF, WebP, and Google Drive links
• Fast Processing — average processing time of 10-30 seconds per image
• Flexible Analysis Modes — general, detailed, technical, or creative analysis
• No Infrastructure Required — runs entirely in the cloud with scheduling, monitoring, and logs

Supported Image Formats

Format	Support	Notes
JPEG/JPG	Full	Recommended for photos
PNG	Full	Supports transparency
GIF	Full	First frame analyzed
WebP	Full	Modern compression
Google Drive	Full	Automatic link conversion

Use Cases

E-commerce & Retail

• Product Image Tagging — auto-generate product descriptions
• Visual Search — create image-based search capabilities
• Content Moderation — automatically review user-uploaded images

Media & Publishing

• Automated Captioning — generate alt text for accessibility
• Content Categorization — sort images by content type
• Thumbnail Selection — identify best frames from image sets

Marketing & Social Media

• Brand Monitoring — analyze images containing brand elements
• Sentiment Analysis — understand emotional tone of visual content
• Competitive Analysis — compare visual marketing strategies

Research & Analytics

• Data Extraction — convert visual data to structured text
• Trend Analysis — identify patterns across image datasets
• Quality Assessment — evaluate image technical quality

Input Parameters

Parameter	Type	Required	Default	Description
imageUrl	string	Yes	—	URL of the image to analyze (JPEG, PNG, GIF, WebP, Google Drive links)
analysisType	string	No	general	general, detailed, technical, or creative
customPrompt	string	No	—	Custom prompt used instead of the analysis type

Analysis Type	Description	Best For
General	Balanced overview of main subjects, setting, and composition	Quick descriptions, content tagging
Detailed	Comprehensive breakdown of all visual elements	Content moderation, accessibility
Technical	Image quality, lighting, camera settings assessment	Photography analysis, QC
Creative	Mood, emotions, story, artistic interpretation	Marketing, creative writing

Example input:

{
  "imageUrl": "https://example.com/fashion-photo.jpg",
  "analysisType": "detailed",
  "customPrompt": "Focus on clothing items and fashion elements"
}

Sample Output

{
  "imageUrl": "https://example.com/fashion-photo.jpg",
  "analysisType": "detailed",
  "analysisResult": "The image features a woman in an elegant setting...",
  "modelUsed": "mistralai/ministral-14b-instruct-2512",
  "providerUsed": "nvidia",
  "processingTime": 22.368,
  "timestamp": "2026-02-25T02:50:27.654Z"
}

Output data points:

• imageUrl — source image URL
• analysisType — mode of analysis used
• analysisResult — detailed AI-generated description
• modelUsed — AI model version for reproducibility
• providerUsed — AI provider used (nvidia/mistral)
• processingTime — execution duration
• timestamp — analysis timestamp

How to Use the Analyze Image Actor

1. Open the Actor page on Apify Store and click Start Actor.
2. Input any public image URL or Google Drive link into imageUrl.
3. Select an analysisType (general, detailed, technical, or creative) or provide a customPrompt.
4. Run the analysis and download output in JSON, CSV, or Excel format.

Connect via API

cURL:

curl -X POST "https://api.apify.com/v2/acts/akash9078/analyze-image/runs" \
-H "Authorization: Bearer YOUR_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{"imageUrl":"https://example.com/image.jpg","analysisType":"general"}'

Python:

from apify_client import ApifyClient

client = ApifyClient('YOUR_APIFY_TOKEN')
run = client.actor('akash9078/analyze-image').call(run_input={
    'imageUrl': 'https://example.com/image.jpg',
    'analysisType': 'general'
})

for item in client.dataset(run['defaultDatasetId']).iterate_items():
    print(item['analysisResult'])

Node.js with the Apify Client:

const { ApifyClient } = require('apify-client');

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('akash9078/analyze-image').call({
    imageUrl: 'https://example.com/image.jpg',
    analysisType: 'detailed'
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items[0].analysisResult);

Analyze Image Pricing

This Actor uses pay-per-event pricing, meaning you only pay for what you use:

Event	Price	Description
Actor Start	$0.00005	One-time charge per run (first 5 seconds free)
API Call	$0.005	Per image analysis request

Cost Examples

• 1,000 image analyses: ~$5.05 ($5.00 for API calls + $0.05 for starts)
• 10,000 image analyses: ~$50.50 ($50.00 for API calls + $0.50 for starts)
• 100,000 image analyses: ~$505.00 ($500.00 for API calls + $5.00 for starts)

Platform usage costs (compute units) are included in the event pricing.

Why Use This Instead of Building Your Own Vision Pipeline?

Capability	Analyze Image	DIY vision pipeline
Setup	Paste a URL and run	Model hosting, GPU ops
Analysis modes	4 built-in modes + custom prompt	You write every prompt
Reproducibility	modelUsed/providerUsed fields	Manual tracking
Batch automation	Schedules and API built in	Custom orchestration
Cost model	$0.005 per analysis, pay per event	Fixed GPU costs

Limitations

• Processes one image per run; use Apify scheduling and the API to automate multiple runs
• Images are processed via base64 encoding — very large images (>10MB) take longer; under 5MB is recommended
• Designed for static images only (GIF: first frame analyzed)
• Memory: 256MB; timeout up to 180 seconds per image

Technical Specifications

System Requirements

• Memory: 256MB minimum
• Timeout: Up to 180 seconds per image
• Concurrency: Based on Apify plan limits

API Endpoints

• Run Actor: POST /v2/acts/akash9078~analyze-image/runs
• Get Results: GET /v2/datasets/{datasetId}/items

Legal & Disclaimer

Users are responsible for:

• Ensuring they have rights to analyze images
• Compliance with applicable terms of service
• Adherence to applicable privacy and data protection laws

Personal data extracted from images may be subject to GDPR and other regulations. Always ensure legitimate use cases for image analysis.

FAQ

Is AI image analysis free?

The Actor offers competitive pay-per-event pricing. You only pay for the analyses you run. Check the pricing section above for detailed cost estimates.

How accurate is AI image recognition?

The vision-language model provides production-grade accuracy for general image understanding, object detection, and scene description. Accuracy varies based on image quality and complexity.

What's the maximum image size?

Images are processed via base64 encoding. Very large images (>10MB) may take longer to process. Recommended image size is under 5MB for optimal performance.

Can I analyze multiple images at once?

Currently, the Actor processes one image per run. For bulk processing, use Apify's scheduling and API features to automate multiple runs.

Does it support video analysis?

This Actor is designed for static images. For video analysis, consider extracting frames first or using dedicated video analysis tools.

Is my image data stored?

Images are processed in real-time and not permanently stored. Analysis results are saved to Apify datasets for retrieval.

Can I use custom analysis prompts?

Yes! Use the customPrompt parameter to override default analysis instructions with your specific requirements.

Related Actors

If you need more image intelligence tools from Apify, check out my other Apify Actors:

• AI Background Remover - HD & Transparent
• AI Image Upscaler & Face Enhancer
• AI Face Swap
• Frame Image Converter
• Image Format Converter

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Built and maintained by akash9078 on the Apify platform.