Nettet1. apr. 2024 · This study applies reinforcement learning algorithms to train a drone to avoid obstacles autonomously in discrete and continuous action spaces based solely on image data, and compares three different reinforcement learning strategies—namely, Deep Q-Networks, Proximal Policy Optimization, and Soft Actor-Critic—that can assist … Nettet21. jan. 2024 · Recently, deep learning -based object detection approaches have been actively explored for the problem of object detection in aerial images. In this work, we investigate the impact of Faster R-CNN for aerial object detection and explore numerous strategies to improve its performance for aerial images. We conduct extensive …
Understanding Multi-scale Representation Learning ... - Medium
Nettet17. okt. 2024 · This report summarizes the results of Learning to Understand Aerial … NettetMaterial Bank® (@materialbank) on Instagram: "Curated by Carbon Impact Program Member @jpcarchitects in celebration of Earth Month, this palett..." king and country albums
Object Detection with Deep Learning on Aerial Imagery
Nettet8. apr. 2024 · In recent years, unmanned aerial vehicle (UAV) image target tracking technology, which obtains motion parameters of moving targets and achieves a behavioral understanding of moving targets by identifying, detecting and tracking moving targets in UAV images, has been widely used in urban safety fields such as accident rescue, … Nettet22. jun. 2024 · Figure 1: An example image from the COWC dataset 2. The Architecture. To detect cars in these large aerial images, we used the RetinaNet architecture.Published in 2024 by Facebook FAIR, this paper ... Nettet9 timer siden · Learn how to deal with skin inflammation with these easy-to-follow tips by an expert! Understand how to deal with skin inflammation! Image courtesy: Adobe Stock . Purvi Kalra Published: 14 Apr 2024, 13:40 pm IST. … king and country battle of the bulge