YOU ONLY LIVE ONCE V7 SALVAGING AND GARBAGE CATALOGUING CENTERED ASSISTANT
The ever-growing global population has heightened resource consumption and waste generation, emphasizing the urgent need for effective waste management to safeguard the environment. Unfortunately, the recycling industry grapples with persistent challenges, primarily in the realm of accurate trash classification, a critical factor for successful recycling. Manual sorting, often prone to errors due to subjective human judgment, hampers the recycling process, contributing to inefficiencies. Furthermore, the inherent risks associated with direct contact during the sorting of hazardous materials pose serious health concerns for the workers involved. In response to these challenges, we propose a revolutionary solution: the Trash Classification and Recycling Assistant utilizing YOLO variants V5-V7. This system, rooted in image classification techniques, seeks to elevate the precision of trash sorting. Notably, YOLO variant V7 emerges as the frontrunner, showcasing remarkable accuracy improvements. By harnessing the capabilities of advanced technology, this innovative approach not only streamlines waste sorting processes but also mitigates health risks linked to manual handling of toxic materials. The integration of YOLO variants V5-V7 represents a pivotal step towards ushering in a new era of efficiency and accuracy in recycling practices, thus significantly contributing to the overarching goal of environmental sustainability.
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2025-02-15
- DOI
- https://doi.org/10.5281/zenodo.15781236
- Primary Topic
- Plant chemical constituents analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00