Price: 0
Number of applications: 2
22.01.26 (inclusive)
contract
Idea
ICT tasks
Extraction and processing of hydrocarbons raw materials
Neurotechnology and artificial Intelligence
Software/ IS
CV projects are often conducted separately: data is stored separately, markup is done in different tools, training is done manually, there is no version control of datasets and models, it is difficult to reproduce the results and track quality degradation. A centralized system "data → label → train → deploy → monitor" is required.
Reducing the time required to prepare datasets and train models Improving the quality of markup and reproducibility of results Speeding up the output of models to the prod and secure updates (versions/rollback) Transparency of the team's work and control of training costs Reducing degradation of model quality through monitoring and retraining Scalability of CV projects across multiple facilities/customers
Kasymov B
Purpose and description of task (project)
To develop a single platform for a full cycle of work with computer vision: image/video uploading and storage, data markup, quality control, model training, versioning, deployment and monitoring of the quality of models in operation.
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