CNN for image classification using Tensorflow.Keras
Mountain Bike and Road Bike Classifier
Built CNN from scratch using Tensorflow-Keras(i.e without using any pretrained model – like Inception). Used CV2 for OpenCV functions – Image resizing, grey scaling. Code developed using Jupyter Notebook – Python (ipynb)
Credits : Thanks to Chris Dahms Referred to https://github.com/MicrocontrollersAndMore/TensorFlow_Tut_2_Classification_Walk-through which is developed using TensorFlow.
The folder directory for the dataset as follows:
├── classifier_data
│ ├── test
│ │ ├── bikes
│ ├── training
│ │ ├── mountain_bikes
| | └── road_bikes