Introducing my first ever machine learning project - My colleagues and I leveraged the cutting-edge power of Convolutional Neural Networks (CNN) and the state-of-the-art YOLOv5 (You Only Look Once version 5) to craft an advanced model. This model utilizes an extensive dataset comprising thousands of images depicting cows, meticulously processed to serve as a sophisticated machine algorithm. Its primary objective is to delve into weight estimation of cows through camera analysis, consequently enabling precise price assessment of these bovines. Additionally, the model facilitates seamless tracking and management of historical cow data, ushering in a new era of data-driven livestock analysis.
This concept sparked during an issue at Bumiayu market in Brebes City. The problem was imprecise cattle purchases,
relying only on verbal claims from regular market attendees without proper measurement. Techbros and Us presenting the alternative of those services. The difference? It is accurate and there is no longer a scam issue due to differences in cow body weight.
