AIDE: Accelerating imagebased ecological surveys with interactive machine learning

B Kellenberger, D Tuia, D Morris - Methods in Ecology and …, 2020 - Wiley Online Library
… We present Annotation Interface for Data-driven Ecology (AIDE), an open-source web
framework designed to alleviate the task of image annotation for ecological surveys. AIDE

… analyses using artificial intelligence and future ecological research and education prospects: a case study of the cichlid fishes from lake Malawi using deep learning

D Joo, J You, YJ Won - … of the National Institute of Ecology of the …, 2022 - koreascience.kr
Ecology (AIDE) (accelerating image-based ecological surveys with interactive machine learning)
to … web framework designed for image annotation for ecological surveys based on deep

[HTML][HTML] Perspectives in machine learning for wildlife conservation

D Tuia, B Kellenberger, S Beery, BR Costelloe… - Nature …, 2022 - nature.com
accelerating data acquisition in animal ecology. These technologies hold great potential for
large-scale ecological … are appearing (see, eg, AIDE in Table 1) and many ecologists have …

Interactive machine vision for wildlife conservation

B Kellenberger - 2020 - search.proquest.com
image understanding through Machine Learning (ML) and Computer Vision (CV) provides
exciting potential for accelerating … process in an interactive manner: in AIDE, CNNs are used …

Voice-Interactive Learning Dialogue on a Low-Cost Device

M Bulín, M Adamec, P Neduchal, M Hrúz… - Asian Conference on …, 2023 - Springer
… by using the system instead of traditional offline machine learning. This … called AIDE [15].
Other use cases [13] of … accelerating their execution. The process of face recognition from the …

A Literature Survey on Wildlife Camera Trap Image processing using Machine Learning Techniques

S Sreedhar, S Sandesh, P Prarthana… - … -systems and Signal …, 2021 - pices-journal.com
… field of machine learning, in this paper, we investigate the possibilities of using various machine
learning based … The AIDE helps in connecting users and machine learning models into a …

Studying Collaborative Interactive Machine Teaching in Image Classification

B Mohammadzadeh, J Françoise, M Gouiffès… - Proceedings of the 29th …, 2024 - dl.acm.org
… in Interactive Machine Learning and Machine Teaching. We … Interface for Data-driven Ecology
(AIDE), an opensource … correcting machine-generated labels and, therefore, accelerates

Detection Probability and Bias in Machine-Learning-Based Unoccupied Aerial System Non-Breeding Waterfowl Surveys

R Viegut, E Webb, A Raedeke, Z Tang, Y Zhang, Z Zhai… - Drones, 2024 - mdpi.com
… to evaluate the perception bias of artificial intelligence algorithms (Objective 2). We first
selected images from the UAS surveys over waterfowl so that ten representative images were …

A classification and review of tools for developing and interacting with machine learning systems

E Mosqueira-Rey, EH Pereira, D Alonso-Ríos… - Proceedings of the 37th …, 2022 - dl.acm.org
… provide annotations to steep the learning curve; or AIDE [58], an image annotation framework
for ecological surveys that integrates closely users and machineAIDE: Accelerating

[引用][C] Aide: accelerating image-based ecological surveys with interactive machine learning. Methods Ecol Evol 11 (12): 1716–1727

B Kellenberger, D Tuia, D Morris - 2020