This repository explores the mechanics of an agentic object detection pipeline. Traditionally, object detection has been a closed-vocabulary, closed-domain problem, where models could only detect ...

They further added a small object detection head to improve accuracy for small targets, and used Deformable ConvNets and channel attention mechanisms in the neck to handle irregularly shaped and ...

This project involves implementing the forward pass of an 18-layer Convolutional Neural Network (CNN) in MATLAB for object detection. The goal is to classify 32x32x3 images into one of ten categories, ...

In the last decade, deep neural network (DNN)-based object detection technologies have received significant attention as a promising solution to implement a variety of image understanding and video ...

But no thorough research studies are found which used fuzzy logic to improve weed detection accuracy using a multi-camera setup. The goal of this research was to implement a multi-sensor–based fuzzy ...

Visual navigation system is widely used in various applications such as traffic surveillance, guidance of autonomous vehicles etc. Object detection is one of the important steps which identifies ...