Evaluating YOLO architectures for detecting road killed endangered Brazilian animals

GS Ferrante, LH Vasconcelos Nakamura, S Sampaio… - Scientific reports, 2024 - nature.com
Wildlife roadkill is a recurring, dangerous problem that affects both humans and animals and
has received increasing attention from environmentalists worldwide. Addressing this …

Cucumber disease recognition using machine learning and transfer learning

MJ Mia, SK Maria, SS Taki, AA Biswas - Bulletin of Electrical Engineering …, 2021 - beei.org
Cucumber is grown, as a cash crop besides it is one of the main and popular vegetables in
Bangladesh. As Bangladesh's economy is largely dependent on the agricultural sector …

[PDF][PDF] Bird image classification using convolutional neural network transfer learning architectures

A Manna, N Upasani, S Jadhav, R Mane… - … Journal of Advanced …, 2023 - researchgate.net
With the technological progress of human beings, more and more animal and bird species
are being endangered and sometimes even going to the verge of extinction. However, the …

[PDF][PDF] Recognition of mango leaf disease using convolutional neural network models: a transfer learning approach

A Rajbongshi, T Khan, M Pramanik… - Indonesian Journal …, 2021 - pdfs.semanticscholar.org
The acknowledgment of plant diseases assumes an indispensable part in taking infectious
prevention measures to improve the quality and amount of harvest yield. Mechanization of …

Sunflower diseases recognition using computer vision-based approach

A Rajbongshi, AA Biswas, J Biswas… - 2021 IEEE 9th …, 2021 - ieeexplore.ieee.org
Sunflower (Helianthus annuus) is a plant categorized as a low to medium drought-sensitive
crop. It adds a significant value to the agricultural-based economy. But nowadays worldwide …

Improved seabird image classification based on dual transfer learning framework and spatial pyramid pooling

J Xie, M Zhu, K Hu - Ecological Informatics, 2022 - Elsevier
Seabird plays an important role in the marine ecosystem and is an indispensable part of the
food chain. However, the seabird population has been experiencing a rapid decline due to …

Lemon leaf disease classification using CNN-based architectures with transfer learning

A Pramanik, AZ Khan, AA Biswas… - 2021 12th International …, 2021 - ieeexplore.ieee.org
Various pest-affected and citrus diseases of lemon leaf have become very severe in the
temperate weather areas of southeast Asian countries. As a result, the cultivation of lemon …

A Transfer Learning Approach to Bird Species Recognition using MobileNetV2

HK Kondaveeti, SVNSV Guturu… - … and Control Systems …, 2023 - ieeexplore.ieee.org
The growing interest in biodiversity and conservation has heightened the need for accurate
and efficient bird species recognition. This is because bird populations, their distribution …

PakhiderChobi: A Comprehensive Dataset for Real-time Detection of Bangladeshi Birds

M Ataullha, M Rahman… - 2023 26th International …, 2023 - ieeexplore.ieee.org
Urbanization and rapid development have led to a decline in natural habitats for birds,
posing a threat to avian biodiversity worldwide. This study addresses the crucial task of …

Real-time video based human suspicious activity recognition with transfer learning for deep learning

J Indhumathi, M Balasubramanian… - … Journal of Image …, 2023 - search.proquest.com
Nowadays, the primary concern of any society is providing safety to an individual. It is very
hard to recognize the human behaviour and identify whether it is suspicious or normal. Deep …