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Effectiveness of the basic YOLOv7 model before data curation. The basic YOLOv7 model was fine-tuned and evaluated using the P1.5 dataset (before it underwent thorough data curation). This model was employed to subjectively inspect FP and FN predictions originating from the training, validation, and test sets. Both precision and recall values were calculated using an IoU threshold of 0.5, along with the confidence score corresponding to the highest F1-score.

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https://figshare.com/articles/dataset/Effectiveness_of_the_basic_YOLOv7_model_before_data_curation_The_basic_YOLOv7_model_was_fine-tuned_and_evaluated_using_the_P1_5_dataset_before_it_underwent_thorough_data_curation_This_model_was_employed_to_subjectively_inspect_FP_and_FN_pre/29472877
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Effectiveness of the basic YOLOv7 model before data curation. The basic YOLOv7 model was fine-tuned and evaluated using the P1.5 dataset (before it underwent thorough data curation). This model was employed to subjectively inspect FP and FN predictions originating from the training, validation, and test sets. Both precision and recall values were calculated using an IoU threshold of 0.5, along with the confidence score corresponding to the highest F1-score.
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2025-07-03
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