Essays about: "traffic light computer"

Showing result 1 - 5 of 7 essays containing the words traffic light computer.

  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. The influence of neural network-based image enhancements on object detection

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Eric Pettersson; Muhammed Al Khayyat; [2023]
    Keywords : Object detection; YOLO; image enhancement; ESRGAN; Zero-DCE;

    Abstract : This thesis investigates the impact of image enhancement techniques on object detection for carsin real-world traffic scenarios. The study focuses on upscaling and light correction treatments andtheir effects on detecting cars in challenging conditions. Initially, a YOLOv8x model is trained on clear static car images. READ MORE

  4. 3. Dynamic Shadows of Symmetric Shapes in a 2D Environment A case study in the field of Computer Graphics

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jesper Glas; [2023]
    Keywords : ;

    Abstract : With modern computer graphics it is easy to think that the computer has some inherent understanding of the 3D world around it. How else could a game let you experience a dynamic world so close to reality in real time. READ MORE

  5. 4. Gribov ambiguities in non-Abelian gauge theories

    University essay from Lunds universitet/Teoretisk partikelfysik - Geonomgår omorganisation

    Author : Fredrik Granström; [2021]
    Keywords : Physics and Astronomy;

    Abstract : This thesis investigates the quantization of field theories using the functional integral formalism. Gauge invariance necessitates a gauge-fixing procedure that chooses a unique field configuration from each gauge orbit. READ MORE

  6. 5. Simulation of autonomous vehicles in an urban environment : An investigation on how basic models can create a realistic result

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Hannah Milger; Sara Gillgren; [2015]
    Keywords : ;

    Abstract : Recently, much progress has been done towards making vehicles autonomous and to behave in certain ways when interacting with manned and unmanned traffic. Furthermore, autonomous driving is said to be revolutionary and have many benefits. READ MORE