FERBATCH2022's repositories
Laptop-Recommendation-Using-E-Commerce-Website.
Hello Everyone! We are a team of 3 people (Shreya ,Mariam, Maheen ) from the institution of 'Mount Carmel College, Bengaluru'. We have carried out our final semester major project on Laptop Recommendation Using E-Commerce Website, which was guided by our mentor Ms. Raahat Ashfaque Shethwala (Digital Analytics Specialist, Lenovo). The objective is to build basic recommendation system for laptops using E-commerce platforms where we have used models like content based and review based to get similar kinds of laptops with same features. Topic modelling and sentiment analysis has been performed on the datasets where it gives important insights regarding the products which can better help customers in buying the laptops on certain inferences made. Finally , we also successfully built interface which takes the input of laptop features and shows recommendation based on content based recommendation on GoogleColab. Any queries please feel free to reach to us. Thank you!
Facial-Emotion-Recognition-Using-Deep-Learning
Hello Everyone! We are a team of 3 people (Shreya ,Mariam, Maheen ) from the institution of 'Mount Carmel College, Bengaluru'. We have carried out our final semester major project on Facial Emotion Detection Using Deep Learning Techniques which was guided by our mentor Ms. Raahat Ashfaque Shethwala (Digital Analytics Specialist, Lenovo). We were succesfully able to finish the project by preparing 4-5 models by evaluating each model’s accuracy. We implemented the project using neural networks like DCNN, ANN and ML algorithm (SVM ) and also a pre-trained model like 'MobileNet V2' that helped to predict 7 facial expressions. We also have successfully built a live demo scenario where our expressions in real time can be analysed and it gives the output. Please feel free to review & add your comments/ feedbacks/ suggestions. Thank you!