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"_ tracking algorithm" » "_ tracking algorithms" (Expand Search), "_ training algorithms" (Expand Search), "_ making algorithm" (Expand Search)
"data modeling algorithm" » "data making algorithm" (Expand Search), "data modelling algorithm" (Expand Search), "data models algorithm" (Expand Search)
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The setup for the sample tracking algorithm.
Published 2025“…<p>(a): An overview of the field of view used in the tracking algorithm. The red rectangle shows the zoomed field of view that was necessary due to the small sample size. …”
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Contribution of segmentation and tracking algorithm to DTC performance.
Published 2025“…<p>Contribution of segmentation and tracking algorithm to DTC performance.</p>…”
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Overall framework of our proposed tracking algorithm.
Published 2025“…<p>Overall framework of our proposed tracking algorithm.</p>…”
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5
Comparison of inference speed and model size for different tracking algorithms.
Published 2025“…<p>Comparison of inference speed and model size for different tracking algorithms.</p>…”
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10-fold cross-validation evaluation of accuracy of animal tracking algorithms.
Published 2025“…<p>We labeled 1,000 frames per cohort under both day and night conditions (total 6,000 human labeled frames across three cohorts), and studied the accuracy of the animal tracking algorithm (SLEAP) as a function of the number of frames (<i>x</i>-axis) trained. …”
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Supplemental S2 showing the result of the sample and focus tracking algorithm of the acquired image stack.
Published 2025“…<p>Supplemental S2 showing the result of the sample and focus tracking algorithm of the acquired image stack.</p>…”
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Performance of the proposed tracking algorithm and comparison algorithms in three datasets. The higher the metrics, the better.
Published 2025“…<p>Performance of the proposed tracking algorithm and comparison algorithms in three datasets. …”
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Image 5_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.jpeg
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 11_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.png
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 12_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.jpeg
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 3_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.jpeg
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 9_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.png
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 6_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.jpeg
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 8_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.png
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 2_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.jpeg
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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19
Image 1_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.jpeg
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”
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Image 7_Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm.png
Published 2025“…</p>Methods<p>We proposed an integrated framework that combined the STF-YOLO model with the ByteTrack algorithm to detect blueberry maturity and perform counting. …”