Object Detection for Dummies Part 1: Overview
Published:Oct 29, 2017 00:00
•1 min read
•Lil'Log
Analysis
The article introduces a beginner-friendly series on object detection, focusing on fundamental image processing techniques before delving into deep learning. It aims to demystify the concepts behind object recognition, particularly in the context of autonomous vehicles. The scope is clearly defined, promising a gradual progression from basic concepts to more advanced topics in subsequent parts.
Key Takeaways
- •The article series is designed for beginners with no prior experience in computer vision.
- •Part 1 covers basic image processing and segmentation techniques.
- •Deep learning models will be discussed in Part 2 and Part 3.
- •The motivation stems from understanding object detection in autonomous vehicles.
Reference
““I’ve never worked in the field of computer vision and has no idea how the magic could work when an autonomous car is configured to tell apart a stop sign from a pedestrian in a red hat.””