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Independent Research Project on Automatic Detection Of Lumpy Skin Disease Using Deep Learning Techniques.

License: MIT License

Jupyter Notebook 100.00%
binary-classification deep-learning densenet121 inceptionv3 jupyter-notebook keras-tensorflow mobilenetv2 resnet-50 streamlit transfer-learning vgg19 xception

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Automatic-Detection-Of-Lumpy-Skin-Disease-Using-Deep-Learning-Techniques

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Independent Research Project on Automatic Detection Of Lumpy Skin Disease Using Deep Learning Techniques.

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1. Notebooks Click To View
2. Reference Papers Click To View

Dataset References:

  1. https://www.cfsph.iastate.edu/diseaseinfo/disease-images/?disease=lumpy-skin-disease&lang=en

  2. Kumar, Sachin; Shastri, Sourabh (2022), “Lumpy Skin Images Dataset”, Mendeley Data, V1, doi: 10.17632/w36hpf86j2.1

  3. Afshari Safavi, Ehsanallah (2021), “Lumpy Skin disease dataset”, Mendeley Data, V1, doi: 10.17632/7pyhbzb2n9.1

  4. Afshari Safavi, E. Assessing machine learning techniques in forecasting lumpy skin disease occurrence based on meteorological and geospatial features. Trop Anim Health Prod 54, 55 (2022). https://doi.org/10.1007/s11250-022-03073-2

  5. https://www.kaggle.com/datasets/afnanamin/cow-images

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