automatic-detection-of-lumpy-skin-disease-using-deep-learning-techniques

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

https://github.com/aryashah2k/automatic-detection-of-lumpy-skin-disease-using-deep-learning-techniques

Science Score: 49.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
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    Found .zenodo.json file
  • DOI references
    Found 4 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
    1 of 1 committers (100.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (4.5%) to scientific vocabulary

Keywords

binary-classification deep-learning densenet121 inceptionv3 jupyter-notebook keras-tensorflow mobilenetv2 resnet-50 streamlit transfer-learning vgg19 xception
Last synced: 6 months ago · JSON representation

Repository

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

Basic Info
  • Host: GitHub
  • Owner: aryashah2k
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 17.9 MB
Statistics
  • Stars: 16
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
binary-classification deep-learning densenet121 inceptionv3 jupyter-notebook keras-tensorflow mobilenetv2 resnet-50 streamlit transfer-learning vgg19 xception
Created over 3 years ago · Last pushed about 3 years ago
Metadata Files
Readme License Citation

README.md

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

Cover

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

|No.|Topic|Direct link| |---|-----|-----------| |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

Owner

  • Name: Arya Shah
  • Login: aryashah2k
  • Kind: user
  • Location: Mumbai, India
  • Company: IIT Gandhinagar

Artificial Intelligence Engineer & Researcher

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Last synced: 8 months ago

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  • Total Committers: 1
  • Avg Commits per committer: 66.0
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Arya Shah a****2@n****n 66
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