End-To-End Small Object Detection Project
Published 5/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 650.33 MB | Duration: 1h 49m
(From Data Collection to Deployment & Customer Handover)
What you'll learn
Build a real-world object detector for cattle ticks/flies using YOLO/PyTorch from scratch.
Collect, annotate & preprocess datasets for small object detection in agriculture.
Train, evaluate & optimize models using metrics like mAP and precision.
Deploy a user-friendly AI app (Flask/FastAPI) and hand over deliverables to clients.
Prepare the project report to the cusotmer
Requirements
•Basic Python knowledge (loops, functions). No prior AI experience needed-we'll start from the basics! A Google...