Intermediate
Machine learning
Python
Image classification
Image Recognition
a simple image recognition application using a machine learning library and a dataset of images
An image recognition application allows users to classify images into different categories using a machine learning library and a dataset of images. In this project, you will build a simple image recognition application.
Create a Simple Image Recognition Application
Requirements
- A way to input an image and receive a classification from the application
- A way to train a machine learning model using a dataset of images
- A way to use the trained model to classify new images
Bonus
- Can you add a feature that allows users to specify their own categories and train the model on a custom dataset?
- Can you add a feature that allows users to upload their own images for classification?
Hint
You can use a machine learning library like scikit-learn or TensorFlow to implement the image classification model for this project. You can also use a dataset of images like the ImageNet dataset to train the model.