Photo Quality API for AI Vehicle Inspection: Real-Time Quality Validation
Ensure only the best vehicle photos with Inspektlabs' Photo Quality API that delivers instant feedback on photo clarity, framing, and lighting. Integrate the API seamlessly with your own app for real-time recapture suggestions.
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How Photo Quality API Enables Accurate Complete Car Assessments
Our Photo Quality API analyzes uploaded images instantly during AI vehicle inspection, ensuring photos meet quality standards for complete car assessments.
Improve Picture Quality
Ensure the best quality for your vehicle images
Get real-time Feedback
Reduce reiterations with real-time feedback on image usability
Vehicle-Aware AI
Identify the vehicle type and parts to ensure image captures with the right guidelines
Real-Time Quality Validation
Angle Detection
Confirms proper vehicle framing for complete coverage
Part Identification
Ensures all required sections captured (bumpers, doors, panels)
Model Recognition
Auto-detects vehicle type for context-specific guidance
Blur Score
0-5 scale detects unclear images that would compromise assessments
Brightness Score
Prevents over/underexposed photos in AI vehicle inspection
Works Best on
Car
Heavy - Vehicle
Coming Soon
Motor Bike
Coming Soon
By integrating seamlessly into your existing workflow, the API ensures that all necessary details are captured-eliminating incomplete, unclear, or low-quality images that can impact decision-making.
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Text Scanning
Auto-read Odometer, VIN, License plate or any other text on the vehicle
Photo & Video Capture App
Web apps for high quality photo and video capture by the end customer
Real Time Inspection App
Real time feedback to customers on quality of captured photos/videos
Commonly asked questions
01
What is a Photo Quality API for AI vehicle inspection?
A Photo Quality API validates image quality in real-time during AI vehicle inspection workflows, checking clarity, lighting, angles, and completeness. Inspektlabs' API ensures photos meet standards for accurate complete car assessments by providing instant feedback that guides users to capture proper images before submission—preventing retakes and improving inspection accuracy.
02
How does Photo Quality API improve complete car assessments?
Photo Quality API ensures complete car assessments receive high-quality photos by validating blur, brightness, angle, and coverage in real-time. The API catches quality issues during AI vehicle inspection capture, prompting immediate recapture rather than discovering problems after submission—reducing rework by 60% and accelerating assessment completion.
03
What quality checks does the API perform for AI vehicle inspection?
The Photo Quality API checks six dimensions: blur score (0-5 scale), brightness levels, angle detection (which parts captured), part identification (bumper, fender, hood), vehicle make/model recognition, and completeness (missing sections). These validations ensure AI vehicle inspection receives optimal photos for accurate complete car assessments.
04
Can Photo Quality API integrate with existing vehicle inspection apps?
Yes. Photo Quality API integrates via REST API into any AI vehicle inspection application within hours. Upload photos through drag-and-drop or automated workflows, receive instant JSON responses with quality scores and specific recommendations—seamlessly fitting into existing complete car assessments processes without disruption.
05
Does Photo Quality API work for all vehicle types?
Photo Quality API currently supports cars for AI vehicle inspection and complete car assessments, with heavy vehicles and motorcycles coming soon. The API automatically adapts quality validation based on detected vehicle type, ensuring appropriate standards for accurate damage detection across different vehicle categories.
06
How does real-time feedback prevent photo retakes?
Real-time feedback from Photo Quality API guides users during AI vehicle inspection to capture proper photos immediately. Instead of discovering quality issues after submission during complete car assessments, users receive instant alerts about blur, lighting, or missing angles—allowing immediate correction and eliminating costly retakes that delay inspections.
07
How much does the Photo Quality API cost?
You can access Inspektlabs' Photo Quality API through the credits you purchase on the platform. Please contact info@inspektlabs.com for more details.
08
What vehicle types does the Photo Quality API cover?
Inspektlabs' Photo Quality API is currently limited only to cars, but we are actively working towards enabling it for trucks, buses, and motorbikes soon.
09
What are the parameters that your Photo Quality API covers?
Inspektlabs' Photo Quality API identifies picture angles, vehicle type, model & parts, along with also scoring the brightness and bluriness (which determines the usability of the image)
10
How many images can I scan with one credit?
Please contact info@inspektlabs.com for more details.
11
Can I bundle the Photo Quality API with the damage detection app?
Yes. Please contact info@inspektlabs.com for more details.
12
How will I receive the results for the Photo Quality scans?
The results from the Photo quality API are generated via JSON and can be viewed via your app once the API is integrated successfully
13
How do I integrate the Photo Quality API into my business process?
The Photo Quality API gives instant feedback on inspection photos, checking clarity, framing, and lighting to ensure only usable images are captured. It works within your own app and responds in seconds, allowing users to quickly retake photos if needed.
