Transdet: Toward effective transfer learning for small-object detection

X Xu, H Zhang, Y Ma, K Liu, H Bao, X Qian - Remote Sensing, 2023 - mdpi.com
Small-object detection is a challenging task in computer vision due to the limited training
samples and low-quality images. Transfer learning, which transfers the knowledge learned …

Maize plant detection using UAV-based RGB imaging and YOLOv5

C Lu, E Nnadozie, MP Camenzind, Y Hu… - Frontiers in Plant …, 2024 - frontiersin.org
In recent years, computer vision (CV) has made enormous progress and is providing great
possibilities in analyzing images for object detection, especially with the application of …

Cassava crop disease prediction and localization using object detection

J Kalezhi, L Shumba - Crop Protection, 2025 - Elsevier
In agriculture, early detection and localization of plant diseases in time using deep learning
techniques can help farmers contain the spread of plant diseases. In this work, we apply …

Deep Learning for Weed Detection and Segmentation in Agricultural Crops Using Images Captured by an Unmanned Aerial Vehicle

JAOS Silva, VS de Siqueira, M Mesquita… - Remote …, 2024 - search.proquest.com
Artificial Intelligence (AI) has changed how processes are developed, and decisions are
made in the agricultural area replacing manual and repetitive processes with automated and …

Fast and Precise Detection of Dense Soybean Seedlings Images Based on Airborne Edge Device

Z Yang, J Liu, L Wang, Y Shi, G Cui, L Ding, H Li - Agriculture, 2024 - mdpi.com
During the growth stage of soybean seedlings, it is crucial to quickly and precisely identify
them for emergence rate assessment and field management. Traditional manual counting …

Optimal Layout Method for Roadside LiDAR and Camera

Y Li, H Zhang, Z Cheng, Z Wang, Z Zhang… - IEEE Access, 2024 - ieeexplore.ieee.org
With the widespread application of LiDAR and camera, the integration of LiDAR and camera
has become an urgent issue. In this study, we proposed a optimal layout method for …

Design and implementation of an Unmanned Aerial Vehicle (UAV) for image capture in enterprise farming

TK Ukwueze, SC Nwafor, KO Ugwueze… - Nigerian Journal of …, 2024 - ajol.info
Unmanned aerial vehicle (UAV), also known as drone is one of the most interesting
emerging technologies with a wide range of applications including agriculture, surveillance …