Essays about: "YOLOv4 algorithm"

Found 3 essays containing the words YOLOv4 algorithm.

1. 1. DRIVING-SCENE IMAGE CLASSIFICATION USING DEEP LEARNING NETWORKS: YOLOV4 ALGORITHM

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Muhammad Tamjid Rahman; [2022]
   Keywords : Machine learning; Convolutional neural network; Object detection; YOLO;

   Abstract : The objective of the thesis is to explore an approach of classifying and localizing different objects from driving-scene images using YOLOv4 algorithm trained on custom dataset.  YOLOv4, a one-stage object detection algorithm, aims to have better accuracy and speed. READ MORE

3. 2. Use of improved Deep Learning and DeepSORT for Vehicle estimation

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Danna Zheng; [2022]
   Keywords : YOLOv4 algorithm; deep learning; DeepSORT; vehicle detection; attention mechanism; vehicle tracking; YOLOv4-algoritmen; djupinlärning; DeepSORT; fordonsdetektering; fordonsspårning;

   Abstract : Intelligent Traffic System (ITS) has high application value in nowadays vehicle surveillance and future applications such as automated driving. The crucial part of ITS is to detect and track vehicles in real-time video stream with high accuracy and low GPU consumption. READ MORE

4. 3. 2D object detection and semantic segmentation in the Carla simulator

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Chen Wang; [2020]
   Keywords : Object-detectiopn; Semantic segmentation; Yolov4; ESPnetv2; Carla; Objekt-detectiopn; semantisk segmentering; Yolov4; ESPnetv2; Carla;

   Abstract : The subject of self-driving car technology has drawn growing interest in recent years. Many companies, such as Baidu and Tesla, have already introduced automatic driving techniques in their newest cars when driving in a specific area. However, there are still many challenges ahead toward fully autonomous driving cars. READ MORE