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Computer vision and image analysis
Get tips from DUC Technologies experts on how to extract and use useful information from images and videos.
Object recognition: people, cars, animals, objects, etc.
Facial recognition and biometrics
Image classification
Behavioral analysis of objects: tracking movements, identifying gestures, or detecting unusual behavior
Image classification
scientific
approach
data-driven
guarantee
12 months
Our projects
Our research
ML model for detecting patient falls in hospitals
How to optimize clinic operations, prevent potential incidents, and improve overall efficiency
ML model for detecting abandoned bags in shopping malls
How to analyze video from shopping mall cameras online and identify bags and other suspicious items left behind by visitors
Development of IT systems for image and video analysis and processing
Requirements gathering and data preparation
Model development
Application Integration
Implementation
Support and Enhancement
Requirements gathering and data preparation
01/05
1. Collection of requirements for image or video analysis, system interfaces
2. Definition of system quality metrics
3. Design of system architecture
4. Preparing and labeling data for model training
Model development
02/05
1. Selecting a basic framework for implementing the model
2. Development of a recognition model, fine-tuning of the model
3. Training the model on prepared data
Application Integration
03/05
1. Development of the system interface
2. Developing a backend for embedding the model
into the customer's framework
into the customer's framework
Implementation
04/05
1. Integration of the model into the customer’s internal systems
2. Testing on different data sets
3. Setting up model monitoring
4. Setting up a pipeline for delivering model changes
Support and Enhancement
05/05
Update new versions
Training clients' on-site employees on how to use the model
Technical support, troubleshooting and problem solving
AI technologies
Machine learning
and statistical analysis
and statistical analysis
Clustering
and grouping algorithms
and grouping algorithms
Processing and analysis of text data
Computer vision
Interactive environments
and data visualization
and data visualization
Development
and deployment
and deployment
Large Language Models (LLM)
proprietary:
open:
Rates for the development of computer vision and image analysis systems
depending on the complexity of the project
Cost
Development timeframes
from
30
working days
The cost of the contract is determined individually, depending on the specific business task.
Outstaffing
Strengthening the project's IT team in 3-5 days with experienced specialists from DUC Technologies with industry expertise
Outsourcing
Full cycle of IT solution development by the DUC Technologies team
Models of cooperation
Free replacement of a specialist
If your current specialist does not meet your requirements, you can request a replacement at no additional cost.
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