Identifying Mom's Problems with Natural Language Processing
Analyzing Babies' Nutritional Patterns and Baby Behavior using Image Processing and Machine Learning Techniques.
Identifying infants' primary behaviors by analyzing infants' real-time cry videos using Deep learning and Integrated video and audio signals.
Identifying Solutions for Baby Diseases from Integrated Data Using Machine Learning and Advanced Data Analysis Techniques Question and answer generation by reading text using Natural Language Processing.
✔ Gamification Milestones & Rewards: Introduce rewards for logging activities and achieving milestones.
✔ Real-Time Interactions Instant Alerts: Provide immediate notifications for important health updates. Active Feedback: Allow users to easily report back on the usefulness of advice.
✔ Educational Content Interactive Guides: Offer concise tutorials and video content on baby care.
✔Community Features Support Groups: Enable forums and live expert Q&A sessions to build community support.
✔ User-Friendly Design Simple Navigation: Ensure the app is intuitive and visually appealing.
✔ Regular Updates Continuous Improvement: Regularly update features and optimize performance based on user feedback.
✔ Postpartum mothers and their families in Sri Lanka face significant challenges that impact their well-being and family dynamics.
✔ The multitude of conflicting advice from various sources, including traditional, cultural, medical, and common sense perspectives, creates confusion and stress for mothers.
✔ Understanding the nutritional needs of the child becomes difficult for mothers who lack proper guidance, leading to anxiety and uncertainty.
✔ Mothers often struggle to interpret their baby's crying, causing discomfort and frustration due to the absence of immediate support.
✔ The lack of knowledge about minor diseases and their treatments adds to the helplessness felt by mothers in caring for their babies during their first year of life.
❏ Identifying Mom's Problems with Natural Language Processing.
❏ Infant Food Quality Evaluation and Recipe Recommendation Using Machine Learning.
❏ Identifying Infant’s primary behaviors by analyzing infant’s real-time cry videos using deep learning and integrated video and audio signals
❏ Identifying Solutions for Baby Diseases from Integrated Data Using Machine Learning and Advanced Data Analysis Techniques
❏ Python + libraries ( Model Development )
❏ CNN ( Convolutional Neural Network )
❏ RNN ( Recurrent Neural Network )
❏ NLP ( Natural language processing )
❏ Flutter + Firebase ( Mobile Application Development )
Access important project documents here.
Submission of final reports and the final presentation of the research.
Proposal presentation and the proposal report submission.
50% progress presentation of the research project.
90% progress presentation of the research project.
Research paper submission.
Submission of final reports and the final presentation of the research.
Access our project presentations here.
Proposal presentation and the proposal report submission.
50% progress presentation of the research project.
90% progress presentation of the research project.
Submission of final reports and the final presentation of the research.
