keerthanareddy95 / image-classifier

Image Classifier built using Neural Networks With Tensorflow and GUI using Taipy

Image-Classifier-App

Image Classifier built using Neural Networks With Tensorflow and GUI using Taipy

Resources 🛠️

• GUI using Taipy - https://github.com/Avaiga/taipy
• Neural Network using Tensorflow - https://github.com/tensorflow

Overview of the Process 🚀-

1. Imports
2. Loading the Dataset
3. Map Class number to Class name
4. Plot Samples along with their class names
5. Normalize the Samples
6. One Hot Encode the labels
7. Defining the Neural network
8. Traning the model
9. Plotting the training results
10. Evaluation of the model on test dataset
11. Fetching predictions for every sample
12. Plot Predictions
13. Design GUI using Taipy and integrate model into it!!

Training Results 📈

Final GUI using Taipy ✨

END Result 🎓

tg.mp4