1-3 s
Typical Response Time
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Integrate computer vision APIs for image analysis, OCR text extraction, visual object detection, and automated image tagging with developer-friendly REST endpoints.
Generate images from text prompts using advanced AI models.
/api/v1/ai/image-generation
{
"success": true,
"request_id": "req_3f9a2c7e-5b1d-4e8a-9c2f-7d6e1a0b4c8d",
"data": {
"result": {
"images": [
{
"url": "https://rsflowhub.com/storage/generated/img_7c1e.png"
}
]
}
},
"meta": {
"version": "v1",
"timestamp": "2026-10-05T09:30:00Z"
}
}
Typical Response Time
With Automatic Fallback
Used for Model Training
How RSFlowHub Image & Computer Vision APIs APIs work, what they return, and where they fit in your product.
RSFlowHub Image & Computer Vision APIs provide automated visual processing capabilities for digital applications. From multilingual OCR document reading and visual object detection to automated media asset tagging, these endpoints deliver structured JSON outputs for fast visual processing.
Showing 1 live endpoints with dynamic model failover, strict JSON contracts, and unified credit billing.
Generate images from text prompts using advanced AI models.
/api/v1/ai/image-generation
Call any Image & Computer Vision APIs endpoint using standard REST requests in your favorite language. You get structured JSON back, with automatic model fallback and a request ID on every call.
curl -X POST "https://rsflowhub.com/api/v1/ai/image-generation" \
-H "X-API-Key: rfh_your_api_key" \
-H "Content-Type: application/json" \
-d '{
"prompt": "Flat illustration of a developer working at a laptop at night, purple and blue palette"
}'
import requests
url = "https://rsflowhub.com/api/v1/ai/image-generation"
headers = {
"X-API-Key": "rfh_your_api_key",
"Content-Type": "application/json"
}
payload = {
"prompt": "Flat illustration of a developer working at a laptop at night, purple and blue palette"
}
response = requests.post(url, headers=headers, json=payload)
print(response.json())
const response = await fetch("https://rsflowhub.com/api/v1/ai/image-generation", {
method: "POST",
headers: {
"X-API-Key": "rfh_your_api_key",
"Content-Type": "application/json"
},
body: JSON.stringify({
"prompt": "Flat illustration of a developer working at a laptop at night, purple and blue palette"
})
});
const data = await response.json();
console.log(data);
<?php
$ch = curl_init("https://rsflowhub.com/api/v1/ai/image-generation");
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
"X-API-Key: rfh_your_api_key",
"Content-Type: application/json"
]);
curl_setopt($ch, CURLOPT_POSTFIELDS, '{
"prompt": "Flat illustration of a developer working at a laptop at night, purple and blue palette"
}');
$response = curl_exec($ch);
curl_close($ch);
print_r(json_decode($response, true));
{
"success": true,
"request_id": "req_3f9a2c7e-5b1d-4e8a-9c2f-7d6e1a0b4c8d",
"data": {
"result": {
"images": [
{
"url": "https://rsflowhub.com/storage/generated/img_7c1e.png"
}
]
}
},
"meta": {
"version": "v1",
"timestamp": "2026-10-05T09:30:00Z"
}
}
How RSFlowHub Image & Computer Vision APIs compares to direct cloud provider SDKs and self-hosted open-source clusters.
| Platform Capability | RSFlowHub Image & Computer Vision APIs | Direct Cloud SDKs | Self-Hosted Models |
|---|---|---|---|
| OCR Extraction Precision | Layout-Aware Spatial Text Extraction | Flattened Text Blob | Complex Tesseract Config |
| Format Versatility | URLs, Base64, and Binary Uploads | Strict Payload Limits | Requires Image Pre-Processing |
| Infrastructure Cost | Flat Per-Image Credit Pricing | Expensive Cloud Vision Bills | Heavy GPU Compute Required |
Real-world architectures deployed by engineering teams using Image & Computer Vision APIs.
Extract printed and handwritten text from receipts, invoices, and ID documents directly into business databases.
Generate descriptive tags, dominant colors, and category labels for thousands of digital asset management images.
Scan user-uploaded avatars and photos for inappropriate, offensive, or copyrighted imagery automatically.
Technical specifications on Image & Computer Vision APIs latency SLAs, concurrency limits, schema validation, and billing.
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