Riyaaz
Unleash Your Inner Musician with AI-Powered Learning
Created on 7th April 2024
•
Riyaaz
Unleash Your Inner Musician with AI-Powered Learning
The problem Riyaaz solves
Real-Life Problem: Music Lessons That Break the Bank, Aren't Accessible, and Feel Like a One-Size-Fits-All
High Costs: Learning music through traditional methods can be seriously expensive. Between pricey lessons, instrument fees, and other expenses, many folks simply can't afford to pursue their musical passions.
Limited Access: Not everyone has easy access to music education. If you're living in a rural area or somewhere without many music schools or teachers, you might find it tough to get the training you need.
Same Old Lessons: Ever feel like your music lessons are just going through the motions? Traditional education tends to stick to a rigid, one-size-fits-all approach, which doesn't always cater to individual learning styles or interests.
Exclusivity: Music education can sometimes feel like an exclusive club. It's often geared towards those who can afford it, leaving out people from different backgrounds who have a lot to offer musically.
Technology Left Behind: Despite all the cool tech we have, music education can feel stuck in the past. Many schools and teachers aren't taking advantage of modern tools to make learning more interactive and personalized.
Challenges we ran into
Challenges Faced in Our Hackathon
-
Fine-Tuning the CNN Model for Improved Accuracy:
Limited Training Data: We might have encountered a lack of relevant data to effectively train our CNN. This could lead to overfitting or underfitting, hindering the model's generalization capabilities.
Data Quality: Inconsistent data labeling, noise, or biases within the dataset could have negatively impacted the model's accuracy. -
Web Design and UI/UX Challenges under Time Constraints:
Responsive Design: Ensuring that the web application adapts seamlessly to different screen sizes and devices (desktop, mobile, tablet) might have posed a challenge. Responsive design frameworks or libraries could have streamlined this aspect.
Intuitive User Flow: Designing an intuitive user journey that guides users through the intended tasks efficiently could have been a time-consuming effort. User-centered design methodologies and rapid iteration on user feedback would have been crucial.
- Coding Challenges in a Single Day:
Fatigue and Burnout: Sustaining coding focus for an entire day can be strenuous, potentially leading to errors and inefficiencies. Effective time management, taking breaks, and collaborating can mitigate these effects.
Integration Issues: Integrating different components of the project (web application, API, database) seamlessly could have been complex, especially if team members weren't familiar with all the technologies involved. Clear communication, code documentation, and a modular design approach would have been helpful.
Version Control Challenges: Managing code changes effectively with a version control system (e.g., Git, Subversion) might have been crucial to avoid conflicts and enable reverting to previous versions if necessary.
Technologies used