louisyuzhe/car-damage-detector
Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.
This project helps insurance companies and lenders quickly assess damage on vehicles from uploaded images. You input a picture of a car, and it highlights the damaged areas, providing a visual assessment of the damage. This is ideal for claims adjusters, loan officers, and anyone needing a rapid, objective visual inspection of car damage.
No commits in the last 6 months.
Use this if you need to automatically identify and outline damaged areas on cars from photos for faster processing of insurance claims or used car loan assessments.
Not ideal if you need to quantify the severity of damage or predict repair costs, as this tool primarily focuses on visual damage detection and segmentation.
Stars
87
Forks
48
Language
Jupyter Notebook
License
—
Category
Last pushed
Jan 12, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/computer-vision/louisyuzhe/car-damage-detector"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Compare
Related tools
NabilNawa/YOLOv8-Vehicle-Damage-Detector
Custom YOLOv8 model for detecting and classifying car body damage—optimized for fast inference...
ReverendBayes/YOLO11m-Car-Damage-Detector
Custom YOLO11m model for detecting and classifying car body damage (99% shattered glass, 96%...
basel-ay/Automated-Car-Damage-Detection
Implementation of Mask-RCNN for detecting and segmenting damaged areas in car images for the...
jo-jstrm/Damaged-Package-Detection
This is an object detection application for damaged packages based on state-of-the-art object...
migueltrujillo07/water-puddle-detection-paper
Water puddle detection on roads using YOLO-based object detection for driver-assistance and...