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README.md
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This dataset is suitable for various computer vision tasks, including image classification, detection, and segmentation. [This document](https://colab.research.google.com/drive/1d5gEliz8IH06k52OWNWTVDejjKRRqW97?usp=sharing) presents several exploratory data analysis (EDA) techniques, along with an illustrative example of an image detection task. In this example, I presented a model capable of predicting the bounding boxes and class labels for all nuclei within a single image with relatively good accuracy.
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Below are the prediction results from a customized deep
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![](https://huggingface.co/datasets/minhanhto09/NuCLS_dataset/
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![](https://huggingface.co/datasets/minhanhto09/NuCLS_dataset/
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## Licensing
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This dataset is suitable for various computer vision tasks, including image classification, detection, and segmentation. [This document](https://colab.research.google.com/drive/1d5gEliz8IH06k52OWNWTVDejjKRRqW97?usp=sharing) presents several exploratory data analysis (EDA) techniques, along with an illustrative example of an image detection task. In this example, I presented a model capable of predicting the bounding boxes and class labels for all nuclei within a single image with relatively good accuracy.
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Below are the prediction results from a customized deep-learning model based on the YOLOv8 model.
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![](https://huggingface.co/datasets/minhanhto09/NuCLS_dataset/resolve/main/Images/fig4.png)
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![](https://huggingface.co/datasets/minhanhto09/NuCLS_dataset/resolve/main/Images/fig5.png)
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## Licensing
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