https://github.com/developer-students-clubs-mescoe/hacktoberfest_2021_image-identification
Create a simple image classifier to classify images of cats and dogs 🐶😸. Transfer Learning recommended.
https://github.com/developer-students-clubs-mescoe/hacktoberfest_2021_image-identification
hacktoberfest hacktoberfest2021 machine neural-network tensorflow
Last synced: about 2 months ago
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Create a simple image classifier to classify images of cats and dogs 🐶😸. Transfer Learning recommended.
- Host: GitHub
- URL: https://github.com/developer-students-clubs-mescoe/hacktoberfest_2021_image-identification
- Owner: Developer-Students-Clubs-MESCOE
- Created: 2021-10-08T16:38:13.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-10-08T17:14:21.000Z (over 4 years ago)
- Last Synced: 2025-11-21T04:05:04.945Z (8 months ago)
- Topics: hacktoberfest, hacktoberfest2021, machine, neural-network, tensorflow
- Language: Python
- Homepage:
- Size: 6.84 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
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README
# Image-Identification
A simple image identification app using TensorFlow
## Functionalities
- Extract data using this link: 'https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip'
- create training, validation and testing data frames
- Perform proper visualization
- Perform Data Augmentation
- Select appropriate Tensorflow model
- Improve model accuracy
## How to contribute?
1. Fork this repository into your github account
2. Clone this project into your local machine.
`https://github.com/Developer-Students-Clubs-MESCOE/Image-Identification`
3. make a new branch.
`git checkout -b branch-name`
4. push your code into this branch.
`git add .`
`git commit -m "Your message here"`
`git push origin branch-name`
5. Make a Pull request
Run this program by importing it on Google Colab
The page will reload if you make edits.
Star this repo if you liked it :)