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end to end classification project , to check whether chicken is healthy or affeccted with coccidiosis based on chicken fecal image collected , Model used - VGG16

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v-dev688/Chicken-Disease-Classification

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Chicken-Disease-Classification--Project

Workflows

  1. Update config.yaml
  2. Update secrets.yaml [Optional]
  3. Update params.yaml
  4. Update the entity
  5. Update the configuration manager in src config
  6. Update the components
  7. Update the pipeline
  8. Update the main.py
  9. Update the dvc.yaml

How to run?

STEPS:

Clone the repository

https://github.com/v-dev688/Chicken-Disease-Classification.git

STEP 01- Create a conda environment after opening the repository

conda create -n cnncls python=3.8 -y
conda activate cnncls

STEP 02- install the requirements

pip install -r requirements.txt
# Finally run the following command
python app.py

Now,

open up you local host and port

DVC cmd

  1. dvc init
  2. dvc repro
  3. dvc dag

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end to end classification project , to check whether chicken is healthy or affeccted with coccidiosis based on chicken fecal image collected , Model used - VGG16

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