B. A. Anand

Performance Evaluation of ESP32-CAM-Based Image Detector for Animal Intrusion

B. A. Anand, R. Manoj, V. S. Mokshitha, Monika. M. Chowhan, K. J. Moulya, Nanda Gopal Achyutha & B. A. Sunil Raj · Journal of Experimental Agriculture International · 2026

Animal intrusion in agricultural fields can contribute to crop damage and financial loss, while many conventional deterrent methods are labour-intensive, inconsistent or unsuitable for non-lethal field protection. This study evaluated a low-cost image-detection system based on ES...

Open access Research Article 10.9734/jeai/2026/v48i84377

Development of an AI-Based Animal Intrusion Detection System for Agricultural Lands Using ESP32-CAM and TinyML

B. A. Anand, R. Manoj, V. S. Mokshitha, Monika. M. Chowhan, K. J. Moulya & Nanda Gopal Achyutha · Journal of Scientific Research and Reports · 2026

Animal invasion is one of the major threats observed recent times in the agricultural lands. This is due to the extension of farm lands to feed the increasing population. There is a need to control this animal invasion without harming the living animals. Hence, the study was unde...

Open access Research Article 10.9734/jsrr/2026/v32i64235