Results of model development
- #01
Detection of contamination levels
We developed an ML model to determine the amount of dirt in production tanks
- #02
Model accuracy is 84%
The high quality of the model significantly saves staff time and reduces the likelihood of unforeseen situations
Technologies
Python
Azure
Apache
OpenCV
numpy PyTorch
Development process
In Ifortex we have a cohesive team of professionals across various IT fields, enabling us to handle projects end-to-end without needing external specialists. No matter how complex the project is, all you need to provide is the idea — Ifortex will take care of everything else.
02
Requirements Gathering and Business Analysis
Our business analysts will gather all the details of the upcoming project and create a scope of tasks for the technical team.
03
Budget Estimation and Coordination
In Ifortex we ensure that our final budget estimates are both clear and transparent. We provide a detailed breakdown of how each ruble of your budget will be allocated. The project is structured into a comprehensive set of tasks and subtasks, each of them is estimated in terms of hours with fixed pricing depending on the specialist performing the work.
04
Development
Whether it's a web or mobile application, Ifortex will always recommend the optimal tech stack for your idea or professionally implement your technical vision of the project.
05
Testing
Strong team of AQA and QA professionals will ensure the stability and reliability of your application.
06
Production Deployment
Our DevOps specialists will deploy your project on the server and help you choose the optimal hardware configuration based on your load.
07
Project Support
If needed we are ready to provide long-term support for your solution. Also we offer a warranty period during which any discovered issues or bugs will be fixed completely free of charge.
ML model for detecting contamination
Machine learning model for detecting contamination levels in tanks at manufacturing facilities
