#Vacancy #Вакансия #Job #ML #AI #Computer_Vision #CV #remote #
Сompany: Diel Development
$ 5000 – 7000
Employment: full time
ENGLISH – B2+/С1!
Candidate's location: Europe,Asia
Requirements:
5+ years of experience in similar projects!
We are looking for a talented Machine Learning Engineer to Improve an AI Assistance Tool for Annotating Bottles Recorded from Refrigerator Cameras.
Project Goal:
Enhancing the existing AI-powered annotation tool to improve functionality and accuracy in identifying and labeling bottles recorded by smart refrigerator cameras.
Tasks:
- Enhance preprocessing techniques to standardize video frames.
- Develop algorithms to integrate data from three camera feeds for a holistic view.
- Implement sophisticated algorithms to detect and identify different racks within the refrigerator.
- Retrain the AI model using advanced convolutional neural networks (CNNs) and other deep learning architectures.
- Apply transfer learning techniques using pre-trained models to enhance performance and reduce training time.
- Upgrade the existing user interface to make it more intuitive and efficient for annotators.
- Implement a more accurate system to provide AI-generated annotation suggestions for each bottle, utilizing data from all three camera feeds.
- Include enhanced functionality to label the specific rack for each identified bottle.
- Improve systems for annotators to accept, reject, or modify suggestions and provide feedback for continuous model improvement.
CV & Details in DM.