Projects
Please note that accessing the datasets requires a umich email account.
- Parking Spot Detection System Using Mask R-CNN
- Driver Drowsiness Detection Using CNN
- Real-time Age and Gender Detection using Open-CV
- Effects of Data Augmentation and Image Preprocessing for Traffic Sign Classification in a
Convolutional Neural Network - Brain Tumor Classification with MRI Images using YOLOv7
- Drowsiness Detection System
- Identification of Music Genre Using Deep Neural Networks
- Using Neural Networks to Improve Climate Forecasting
- Breast Cancer Prediction
- AI in Animation: Custom Trainable YOLO Based Real-Time Character Recognition in Animations
- Presentation: https://drive.google.com/file/d/1Bn9h6CQ_pSH3n7AMnZzaVdhSMZfHUL25/view?usp=share_link (only accessible via UMICH account)
- Code: https://github.com/UMich-jihohan/ece-5831-project
- Dataset: https://drive.google.com/file/d/17VLmkYnNJ6AFLT9TUk-1HGiqZgtp4-t2/view?usp=share_link
- State of Charge Estimation Using Neural Networks
- Binary Heart Classification
- Presentation: https://www.youtube.com/watch?v=S2vaITGwfro
- Code: https://github.com/alimkassira/ece-5831-project
- Dataset:
- 3D Point Cloud Object Detection: Autonomous Vehicles
- Context Derivation for Knowledge Graph Expansion
- Driver Drowsiness Detection and Alert System using Deep Learning
- Image Caption Generator
- Design of Upper Exo-Skeleton
- Comparison of Models for Predicting Next Day Stock Market Closing Price
- Presentation: https://www.youtube.com/watch?v=jZLJ2Gk_xCU
- Code: https://github.com/getaneesh/ece-5831-project/tree/main/final_project
- Dataset:
- DRIVER PRE-ACCIDENT BEHAVIOR PATTERN RECOGNITION
- Classifying animals using a CNN
- American Sign Language Interpretation Using Machine Learning
- Battery Capacity Estimation through Neural Network Techniques
- Stop-Sign Detection – Faster R-CNN
- Presentation: https://youtu.be/b82PomvtsEU
- Code:
- Dataset:
- Emotion and Gender Classification using Convolutional Neural Networks
- A Preliminary Implementation of Dog Breed Identification based on Keras
- Deep Maturity Dependent Neural Network Model for Warranty Claims Forecasting