A lightweight pig face recognition method based on automatic detection and knowledge distillation

R Ma, H Ali, S Chung, SC Kim, H Kim - Applied Sciences, 2023 - mdpi.com
Identifying individual pigs is crucial for efficient breeding, health management, and disease
control in modern farming. Traditional animal face identification methods are labor-intensive …

[HTML][HTML] Bird species recognition using transfer learning with a hybrid hyperparameter optimization scheme (HHOS)

SVS Kumar, HK Kondaveeti - Ecological Informatics, 2024 - Elsevier
The use of automatic bird species recognition methods reduces the burden on scientists,
ornithologists, and bird watchers as these methods help identify birds with minimal human …

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 …

Effectiveness of Inception V3and Mo bileN et V2Models in Classifying Bird Species Based on Physical Characteristics

S Riyadi, AS Salsabila… - 2024 IEEE 14th …, 2024 - ieeexplore.ieee.org
Birds are wildlife that are easily found in every environment. With bird populations growing
in abundance but threatened by extinction, bird species identification is crucial for nature …

Bird Species Classification Enhancement via Adaptive Inertia Weight Particle Swarm Optimization-based Image Augmentation Selection

GF Shidik, RA Pramunendar, PN Andono… - IEEE …, 2024 - ieeexplore.ieee.org
Automatic bird species identification is challenging due to species diversity, image
variability, and dataset limitations that often lead to model overfitting. To address these …

A New Efficient Classifier for Bird Classification Based on Transfer Learning

L Mochurad, S Svystovych - Journal of Engineering, 2024 - Wiley Online Library
The problem of classification of different species of birds in the images is relevant in the
modern world. The essence is to automatically determine the species of birds depicted in the …

Klasifikasi Gambar Burung Konservasi di Wilayah Papua Barat Menggunakan Transfer Learning

MFA Yusuf - The Indonesian Journal of Computer Science, 2024 - ijcs.net
Birds play an important role in maintaining the ecosystem. However, human activities such
as poaching have caused some bird species to become endangered. This is rooted in the …

CIBIP-AI: Development of California Invasive Bird Identification and Prediction Artificial Intelligence System

K Chen, C Shao - 2024 IEEE 3rd International Conference on …, 2024 - ieeexplore.ieee.org
Invasive species are detrimental to native wildlife and pose a major threat to biodiversity. In
California alone, municipalities and conservation authorities are estimated to spend …

[PDF][PDF] Convolutional neural network applied to the classification of bird species

CJ Biazus, V Cavarzere… - Acta Scientiarum …, 2025 - researchgate.net
The objective of this work is to design a classification system using a Convolutional Neural
Network (CNN) applied to the classification of bird species. The classes of species used in …

Enhancing Bird Species Classification with PaliGemma and Custom EfficientNet Architectures

M Bayyapureddi, LS Harshitha… - 2024 8th International …, 2024 - ieeexplore.ieee.org
Bird species classification is a critical task in biodiversity studies, ecological research, and
conservation efforts. Our research presents a comprehensive approach to bird species …