Data and code for: Automatic fish scale analysis حسب Christian Vogelmann (21646472)

"…</p><h3>Includeed in this repository:</h3><ul><li><b>Raw data files:</b></li><li><code>comparison_all_scales.csv</code> – comparison_all_scales.csv - manually verified vs. automated measurements of 1095 coregonid scales</li></ul><ul><li><ul><li><code>Validation_data.csv</code> – manually measured scale data under binocular</li><li><code>Parameter_correction_numeric.csv</code> – calibration data (scale radius vs. fish length/weight)</li></ul></li><li><b>Statistical results:</b></li><li><ul><li><code>comparison_stats_core_variables.csv</code> – verification statistics (bias, relative error, limits of agreement)</li><li><code>Validation_statistics.csv</code> – summary statistics and model fits (manual vs. automated)</li></ul></li><li><b>Executable script (not GUI):</b></li><li><ul><li><code>Algorithm.py</code> – core processing module for scale feature extraction<br>→ <i>Note: The complete Coregon Analyzer application (incl. …"

The data processing and analysis pipeline. حسب Xin Zhang (35492)

Visualization of tracking results of SiamFC_TDA algorithm and comparison algorithm on challenging sequences. حسب Yi Tao (178829)

Performance of the proposed tracking algorithm and comparison algorithms in three datasets. The higher the metrics, the better. حسب Yi Tao (178829)

Improve algorithm settings. حسب Hui Zhao (7395)

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Reported MATLAB data code. حسب Jotham Josephat Kimondo (19139409)

Spatial spectrum of the 100th frame under array distortion conditions (20 elements). حسب Gaoxiang Xing (21755689)

Effect of post-processing threshold and algorithms performance on the communities abundance-structure estimation. حسب Valentine Fleuré (12822137)

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Mixed Quantum/Classical Theory Approach to Rotationally Inelastic Molecular Collisions Implemented on a Quantum Computer حسب Jonathan Andrade-Plascencia (21546959)

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The complete process of optimizing PID control algorithm based on WOA-LSTM. حسب Dayu Zhang (710629)

Source code. حسب Jesse Wheeler (18462457)

S1 Code - حسب Jialiang Zhang (1574704)

Fluctuation plot of the data series after HI processing. حسب Hairong Zheng (291979)

Comparison of PSNR values of different algorithms. حسب Xiaojun Wang (50332)

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Changes in FID values of different algorithms. حسب Xiaojun Wang (50332)

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Comparison of SSIM values of different algorithms. حسب Xiaojun Wang (50332)

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Changes in loss values for different algorithms. حسب Xiaojun Wang (50332)

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Different steps of the experiment and data processing. حسب Isabel Barradas (20614853)

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Genetic algorithm flowchart. حسب Wenguang Li (6528113)

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Overview of the C&CG method. حسب Tianhe Sun (21145341)

"…The model is solved iteratively using the column generation algorithm and strong duality theory. Case studies on a Northeast China power grid demonstrate that, by optimally configuring generation and storage capacity guided by flexibility and other indicators, the proposed method reduces curtailment/load shedding costs and system flexibility insufficiency probability by 45% and 4.3% respectively. …"