I will build a custom ai safety detector for helmets and vests

I'll build you a working custom object detection model using YOLOv8 trained specifically on your images, not a generic pre-built one.

I recently built a real-time PPE safety detection system (helmet/vest detection) from scratch, including dataset preparation, training, and tuning for real-world accuracy issues like lighting and distance. I bring that same hands-on process to your project whether you need to detect products, defects, people, vehicles, or any custom object class.

What you get:

• A YOLOv8 model trained on your provided dataset (or I'll help you source/label one if needed)
• Real-time inference setup so it runs on images or video
• A short report explaining model accuracy and where it performs well vs. needs more data
• Clean, documented code you can actually use or hand to your dev team

Why work with me: I'm early in my freelance career, which means your project gets my full attention, fast turnaround, and a rate well below what senior CV engineers charge without cutting corners on the actual training process.

Send me a sample of your images before ordering and I'll tell you honestly whether YOLOv8 is the right fit and roughly what accuracy is realistic no surprises after you