The problem Trash Tracker solves
By offering real-time tracking and mapping of waste accumulation in urban areas, Trash Tracker streamlines waste management. It makes cities cleaner by assisting authorities in allocating resources for waste collection more effectively. Authorities can use data from Trash Tracker to engage communities, streamline operations, and reduce environmental impact.
Challenges we ran into
- Inadequacy of Dataset:Obtaining accurate and reliable data on waste accumulation can be challenging, especially in densely populated urban areas where waste patterns may vary significantly.
2.Real-time Processing: Ensuring quick processing of images and ML predictions in a real-time environment.
3.Deployment Challenges: Navigating complexities in deploying Docker containers and managing version-controlled deployments.