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Overview of SnakeCLEF 2024: Revisiting Snake Species Identification in Medically Important Scenarios
The SnakeCLEF challenge serves as a major benchmark for evaluating the performance of AI-driven methods in snake species recognition on a global scale. The 5th edition of the SnakeCLEF challenge builds on last year's training d...
Automation and control systems
- 2024 •
- D •
- Link
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Overview of SnakeCLEF 2023: Snake Identification in Medically Important Scenarios
. The SnakeCLEF challenge provide an evaluation ground that helps track the performance of AI edition of the SnakeCLEF challenge focuses on (i) evaluation of gradual improvements......
Automation and control systems
- 2023 •
- D •
- Link
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Overview of SnakeCLEF 2022: Automated Snake Species Identification on a Global Scale
The main goal of the third year of the SnakeCLEF challenge was to provide an evaluation platform that helps track the performance of AI-driven methods for snake species recognition systems on a global scale and allows direct comparison with ...
Automation and control systems
- 2022 •
- D •
- Link
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Do Not Lose to Losses for SnakeCLEF2024
This paper presents participation in the SnakeCLEF 2024 challenge, which aims to automate the identification of snake species. We explore various custom loss functions that incorporate the venomousness of snakes. These loss functions are use...
Automation and control systems
- 2024 •
- D •
- Link
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Overview of the SnakeCLEF 2020: Automatic snake species identification challenge
information) for biodiversity and health research purposes. SnakeCLEF 2020 was designed...
Automation and control systems
- 2020 •
- D •
- Link
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Overview of SnakeCLEF 2021: Automatic snake species identification with country-level focus
A robust and accurate AI-driven system as an assistance tool for snake species identification has vast potential to help lower deaths and disabilities caused by snakebites. With that in mind, we prepared the SnakeCLEF 2021: Automatic Snake S...
Automation and control systems
- 2021 •
- D •
- Link
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D - Stať ve sborníku
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LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification
identification in vegetation plot images, and (v) SnakeCLEF: snake recognition in medically...
Automation and control systems
- 2024 •
- D •
- Link
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D - Stať ve sborníku
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A deep learning method for visual recognition of snake species
in the SnakeCLEF 2021 challenge, achieving 91.6% classification accuracy, Country F1 Score...
Automation and control systems
- 2021 •
- D •
- Link
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D - Stať ve sborníku
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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
prediction of species, (iv) SnakeCLEF: Snake Species Identification in Medically...
Automation and control systems
- 2022 •
- D •
- Link
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D - Stať ve sborníku
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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
on environmental and occurrence data, and (iv) SnakeCLEF: snake identification based on image...
Automation and control systems
- 2020 •
- D •
- Link
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D - Stať ve sborníku
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