Essays about: "SSD-MobileNetV2"

Found 2 essays containing the word SSD-MobileNetV2.

  1. 1. Edge Machine Learning for Wildlife Conservation : A part of the Ngulia project

    University essay from Linköpings universitet/Reglerteknik

    Author : Richard Gotthard; Marcus Broström; [2023]
    Keywords : Edge Machine Learning; Object Detection; Classification; Wildlife Conservation;

    Abstract : The prominence of Edge Machine Learning is increasing swiftly as the performance of microcontrollers continues to improve. By deploying object detection and classification models on edge devices with camera sensors, it becomes possible to locate and identify objects in their vicinity. READ MORE

  3. 2. Pruning a Single-Shot Detector for Faster Inference : A Comparison of Two Pruning Approaches

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

    Author : Karl Beckman; [2022]
    Keywords : Computer Vision; Object Detection; Single-Shot Detector; SSD-MobileNetV2; Iterative Pruning; Datorseende; Objektdetektering; Enstegsdetektor; SDD-MobileNet-V2; Iterativ Beskärning;

    Abstract : Modern state-of-the-art object detection models are based on convolutional neural networks and can be divided into single-shot detectors and two-stage detectors. Two-stage detectors exhibit impressive detection performance but their complex pipelines make them slow. READ MORE