StableVision Bot

A telegram bot which enables users to generate images based on users. It uses StableDiffusion 2.0 to generate images. At the same time, users are also allowed to edit images.

PersonReID

Developed a Person Re-Identification project. It uses YOLO-NAS for person detection while Centroid ReID for Person reidentification. The 2048 embeddings produced by Centroid ReID are then compared via Cosine Similarity. Overall, this project represents a significant step forward in developing rob

Chloropleth Mapping Of Residential Houses in SG

Created an interactive chloropleth map showcasing housing prices across Singapore. During that period, it was my first time learning how to fully leverage Pandas & NumPy in order to obtain my desired data. I have also published a medium article documenting my process.

ParkingVision

Created a surveillance dashboard that leverages PeekingDuck's pipeline to pipe feed directly into a dashboard. Dashboard monitors carpark parking lots based on bounding boxes. Model was a YOLOv5 trained on parking lots. Solution was submitted to NAISC 2023

Restaurant Bot

Developed a telegram bot that allows users to find the most ideal restaurants based on their location. Project uses a simple k mean clustering and rating algorithm