Enhancing Image Recognition AI with Expanded Data Sets
Project scope
Categories
Data analysis Machine learning Artificial intelligenceSkills
ibm system p data integration machine learning image recognition data analysis artificial intelligenceGluu Repair is seeking to enhance its current Image Recognition AI solution by integrating additional data points to improve data output.
The goal of this project is to refine the AI's accuracy and efficiency in recognizing and categorizing images. Learners will apply their knowledge of machine learning and data analysis to expand the existing dataset and optimize the AI model.
- Analyze and understand the current Image Recognition AI system.
- Integrate additional data points into the existing dataset.
- Optimize the AI model for improved accuracy and efficiency.
- Test and validate the enhanced AI solution.
The project deliverables include a comprehensive report detailing the integration process and the improvements made to the AI model. The final deliverables should demonstrate the increased accuracy and efficiency achieved through the integration of new data points.
- A detailed report on the data integration and model optimization process.
- A presentation highlighting the improvements in the AI solution.
- Documentation of testing and validation results.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
Modern Technology: with the incorporation of AI Appraisals and a digital collection, owners of heritage and legacy items can digitize their high value items.
Privacy: Users will be able to privately digitize and share their collections for potential trades and loans in a secure and private platform, protecting both their personal information and their valued items.
Marketplace and Trades: Complex heritage items and high value designer items will be appraised and using AI, will match the client with expert repair people. Items will be featured in their personalized catalog for loaning, resale, or trades.