Essays about: "Faster R-CNN"

Showing result 1 - 5 of 41 essays containing the words Faster R-CNN.

1. 1. Optimization of Speed vs. Accuracy Trade-off in State-of-the-Art Object Detectors for Traffic Light Detection

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

   Author : Vikash Lal Dodani; [2023]
   Keywords : Machine Learning; Computer Vision; Traffic Lights Detection; Self-Driving Cars; BOSCH; BSTLD; LISA;

   Abstract : Traffic lights detection systems are an important area of research, aimed towards improving the accuracy and response time of self-driving vehicles when faced with traffic signals. This project attempted to find a solution for the speed-accuracy trade-off faced by traffic light detection systems. READ MORE

3. 2. A Comparison of Advanced DeepLearning Algorithms for Multi-digit Detection in Historical Documents

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Manaswini Chethireddy; Sai Teja Palla; [2023]
   Keywords : Deep Learning Methods; Handwritten digits; Digit Detection; Image processing on document images; YOLOV5; Faster R-CNN; RetinaNet; YOLOV7;

   Abstract : Background: Historical handwritten documents are assets for future generations and should be appropriately secured, so handwritten digit detection plays an important role to preserve them. Handwritten digit detection is a fundamental problem and has been studied extensively for many years. READ MORE

4. 3. ERROR DETECTION IN PRODUCTION LINES VIA DEPENDABLE ARCHITECTURES IN CONVOLUTIONAL NEURAL NETWORKS

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Erik Olsson; [2023]
   Keywords : Neural Networks; Production lines; Faster R-CNN; YOLO V8;

   Abstract : The need for products has increased during the last few years, this high demand needs to bemet with higher means of production. The use of neural networks can be the key to increasedproduction without having to compromise product quality or human workers well being. READ MORE

5. 4. Benchmarking Object Detection Algorithms for Optical Character Recognition of Odometer Mileage

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Mandus Hjelm; Eric Andersson; [2022]
   Keywords : Computer vision; machine learning; neural networks; object detection; optical character recognition; odometer; transfer learning;

   Abstract : Machine learning algorithms have had breakthroughs in many areas in the last decades. The hardest task, to solve with machine learning, was solving tasks that humans solve intuitively, e.g. understanding natural language or recognizing specific objects in images. READ MORE

6. 5. Layout Analysis on modern Newspapers using the Object Detection model Faster R-CNN

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

   Author : Mikaela Funkquist; [2022]
   Keywords : Document Layout Analysis; Newspapers; Object Detection; Faster R-CNN; Deep Learning; Dokument Layout Analys; Tidningar; Objektdetektering; Faster R-CNN; Djupinlärning;

   Abstract : As society is becoming more and more digitized the amount of digital data is increasing rapidly. Newspapers are one example of this, that many Libraries around the world are storing as digital images. READ MORE