Post by Ayesha Yousaf

GCU BSCS โ€™26 | Python Developer | AI & Backend Engineering | Django & FastAPI | Machine Learning | Computer Vision | GenAI

๐ŸŽฅ ๐“๐ก๐ž ๐Ÿ๐ฎ๐ฅ๐ฅ ๐„๐œ๐จ๐‰๐ฎ๐ฌ๐ญ๐ข๐œ๐ž ๐€๐ˆ ๐๐ž๐ฆ๐จ โ€” ๐ฌ๐ญ๐š๐ซ๐ญ ๐ญ๐จ ๐Ÿ๐ข๐ง๐ข๐ฌ๐ก. I've talked about the "what" of this Final Year Project before. This time, here's the "how it actually works." Watch the complete pipeline in action: real-time littering detection using computer vision, person tracking across the video feed, face recognition for offender identification, automated evidence logging, and a full admin + student dashboard system โ€” all running live on Google Cloud, not just in a local demo. From a raw video frame to a logged violation with evidence, this is the entire EcoJustice AI workflow, unedited. Proud to share we ๐ฌ๐œ๐จ๐ซ๐ž๐ ๐š๐ง ๐€ on this project โ€” but more than the grade, it's seeing all these pieces actually work together end-to-end that felt like the real win. ๐“๐ž๐œ๐ก ๐’๐ญ๐š๐œ๐ค ๐๐ฒ๐ญ๐ก๐จ๐ง ยท YOLOv8 ยท DeepSORT ยท MediaPipe ยท Bi-LSTM ยท DeepFace ยท Django REST Framework ยท React.js ยท SQLite ยท OpenCV ยท Google Cloud Would love to hear your thoughts! ๐Ÿ‘‡ #FinalYearProject #ArtificialIntelligence #ComputerVision #MachineLearning #YOLOv8 #OpenCV #Python #Django #ReactJS #BackendDevelopment #SoftwareEngineering #DeepLearning #AI #Tech #GoogleCloud

Post content

Video Content