Illumination Works provides expertise in image processing and AI/ML modeling for object detection, object recognition, and object tracking
- Extract meaningful information from images
- Identify and extract similar images, objects, and features through image queries
- Automatically detect, recognize, and track targets in images and videos
- Implement continuous model enhancements and incorporate human-in-the-loop validation
Leverage advanced image analysis and interpretation methods to offer innovative solutions to complex 2D and 3D visual problems
Image Acquisition
Develop queryable image repositories mapped by related features to enable efficient retrieval and exploration of data
Image Pre-Processing
Optimize and enhance image inputs to meet downstream use cases including machine learning model training
Image Pre-Processing
Optimize and enhance image inputs to meet downstream use cases including machine learning model training
2D & 3D Object Detection, Recognition & Tracking
Automatically detect and identify objects in any environment with advanced unsupervised, self-supervised, and fully supervised methods for videos and various image types
Feature Extraction & Engineering
Extract dimension-specific properties from images and videos to create spatial objects and models
Feature Extraction & Engineering
Extract dimension-specific properties from images and videos to create spatial objects and models
NLP Adjacent Vision Processes & Models
Pull text from images or scanned documents using models trained on text and language to make data available for downstream analyses and insight generation
3D Object Modeling
Reconstruct 3D images and objects from 2D images leveraging a variety of tools and techniques
3D Object Modeling
Reconstruct 3D images and objects from 2D images leveraging a variety of tools and techniques
