Where There Is Python There Is A Way 😜
This projects helps in classification of various wild animals using custom CNN network.
Use cases of this project
The CNN Network in this project is trained in 6 classes of wild life animals.You can get the dataset from the following kaggle link.
https://www.kaggle.com/datasets/anshulmehtakaggl/wildlife-animals-images
- Python
- Tensorflow
- Jupyter Notebook
> git clone https://github.com/ReTrO19/Wild_Animals_Classifer_Using_CNN.git
> cd Wild_Animals_Classifer_Using_CNN
# using pip
> pip install -r requirements.txt
# using conda
> conda env create -f environment.yml
> conda activate <env_name> (Run jupyter notebook for train the model and check accuracy and whatnot)
# For exploring the model run the below command
> python run_test.py "<img_file_name>"python run_test.py "00000593_300resized.png"
TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural. Tensorflow
MIT License
Copyright (c) [2021] [Abhishek Khamkar]
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
- LinkedIn - Abhishek Khamkar