Predictive AI API Access
Forensic-Grade Enhancement For You
Our models go beyond filters. We use cutting-edge AI trained on real-world edge cases to upscale, deblur, denoise, and relight images — restoring clarity to footage that would otherwise be unusable.
KEY BENEFITS
Fast, Reliable, Secure
Built on AWS SageMaker with optional hybrid on-prem deployments, our system handles anything from one-off image fixes to high-throughput enterprise pipelines. Your API key gives you secure access to these models with full traceability.
Flexible Model Options
When using the API, you can choose from any of the models available in our main web application, using the same account where your API key was generated.
Each model is identified by a model_type string in your POST request. You also have the option to select a mode (Efficient or Extreme) to balance performance and quality.
Available Upscale Models
Upscale x2
Standard
Upscale x3
Upscale x4
Upscale x8
Industry-grade high-ratio enhancement
Upscale x9
Surpasses current market capabilities
Upscale x12
Surpasses current market capabilities
Upscale x16
Surpasses current market capabilities
Other Available Models
Deblur
Restore motion-blurred or out-of-focus images
Denoise
Remove sensor noise, compression artifacts, and grain
Relight
Normalize lighting, shadows, and exposure inconsistencies
Harmonize
Seamlessly blend inserted content with natural background
Restore Underwater
Enhance clarity, color, and visibility in underwater scenes
Artifact reduction
Suppress injected digital noise and synthetic artifacts
WHY CHOOSE US
Easy Integration
Send a multipart POST request with the image and a settings JSON. That’s it. The response gives you a direct, shareable S3 URL to the enhanced result.
Zero Licensing Risk
When using the API, you can choose from any of the models available in our main web application, using the same account where your API key was generated.
USE CASES
Law Enforcement & Legal
Recover details from blurry security footage, reconstruct keyframes for court admissibility, or validate digital evidence with minimal human interpretation bias. Multiple innocent defendants have already been released using our technology, while concurrently enabling investigations and prosecutions.
Forensics
Reveal actionable insight from high-altitude, high-speed, low resolution or degraded surveillance feeds — enhancing edges, textures, and fine motion detail in ways that traditional sharpening cannot. Whether satellite, drone, or bodycam, our models recover visual intelligence buried under motion blur, low resolution, or sensor noise — giving analysts the clarity needed for confident decision-making.
Forensics
Reveal actionable insight from high-altitude, high-speed, low resolution or degraded surveillance feeds — enhancing edges, textures, and fine motion detail in ways that traditional sharpening cannot. Whether satellite, drone, or bodycam, our models recover visual intelligence buried under motion blur, low resolution, or sensor noise — giving analysts the clarity needed for confident decision-making.
Aerospace & ISR
Improve the interpretability of high-speed drone or satellite feeds with our Mach-level deblurring and edge-retention upscaling.
AI Startups & SaaS Builders
Embed our enhancement into your product — from real estate to telehealth to creative tools — and deliver AI clarity without building your own model stack.
Infrastructure & Utilities
Sharpen drone, CCTV, or thermal footage of pipelines, towers, bridges, and power lines to detect cracks, corrosion, or heat anomalies in real time.
Autonomous Vehicles & Robotics
Enhance perception and navigation accuracy in fog, rain, or low-light conditions by preprocessing noisy or motion-blurred camera inputs.
Media & Entertainment
Recover and restore what time, compression, or sensor decay has obscured — from family memories fading on aging devices to key visual evidence blurred by artifacting. Our enhancement technology brings lost detail back to life, revealing truth and emotion once thought unrecoverable.
Sports & Live Events
Reveal critical detail in zoomed replays, high-speed plays, or low-res streams for broadcasting, analysis, or athlete tracking.
Consumer & Mobile Applications
Power user-facing tools that clean up blurry photos, enhance video calls, or sharpen social media content with one click.
Surveillance & Smart Cities
Power user-facing tools that clean up blurry photos, enhance video calls, or sharpen social media content with one click. Recover license plates, faces, or objects from blurry, distant, or low-light street and traffic camera feeds for public safety monitoring.
Insurance & Disaster Claims
Recover license plates, faces, or objects from blurry, distant, or low-light street and traffic camera feeds for public safety monitoring.
Manufacturing & Quality Control
Improve defect detection in factory vision systems by deblurring and denoising high-speed or microscopic inspection images.
Cultural Heritage & Archaeology
Enhance degraded images of artifacts or sites and sharpen aerial surveys to support digital preservation and discovery.
Schematics & Technical Visuals
Clarify engineering diagrams, scanned blueprints, or low-quality CAD renders by restoring lost linework, sharpening edge fidelity, and enhancing contrast — even when sourced from faxes, degraded prints, or lossy exports.
Generative Media Enhancement & Detection
Our AI also works with gen AI – Enhance or detect content generated by AI, which often suffers from subtle noise, soft detail, or artifacting due to the computational shortcuts used in diffusion and generative pipelines — improving visual clarity or flagging synthetic inconsistencies without relying on metadata.
HOW IT WORKS
- Generate your API key (in your dashboard)
- Send a POST request with:
- The image file
- A JSON string defining model_type and mode
- Your X-API-KEY in the headers
- Receive a download-ready URL to the enhanced image
Let Us Build Together
Our AI ecosystem was developed with forensic experts and legal experts alongside leading Air & Space manufacturers and OEM. Our technology is trusted as an HLS solution, enabling innocent defendant early release and prosecutions, intelligent surveillance and monitoring. Our API is not just a black box — it’s a tool designed for integration, extension, and scale.
Start enhancing your images with Predictive AI today.
CURRENT DOCUMENTATION
Predictive AI External API
You can use the following API endpoint to send images for AI enhancement using your generated API key
Authentication
Include your API key in the X-API-KEY header:
POST /api/external-image-inference/
X-API-KEY: your_api_key_here
Content-Type: multipart/form-data
Sample Request
const formData = new FormData();
formData.append(“image”, selectedImageFile);
formData.append(“settings”, JSON.stringify({
model_type: “upscale_x2”,
mode: “Efficient”
}));
fetch(‘https://app.predictive.vision/api/external-image-inference/’, {
method: ‘POST’,
headers: {
‘X-API-KEY’: ‘your_api_key_here’
},
body: formData
});
Response
{
“enhanced_image_url”: “https://your-s3-url.com/output_image.png”
}
Rate Limits
Each API key is limited to 1000 requests per day by default. Contact us for increased limits.
Endpoint
- POST /api/external-image-inference/ – Process a single image with AI enhancement