image-classification-cnn

Image Classification with Neural Networks using Tensorflow CIFAR-10 dataset (readme wip)

Technologies

Project is created with

1. Conda Environment
2. Python 3.10
3. Tensorflow 2.9.1
4. Numpy 1.22.4
5. Matplotlib 3.5.2
6. Opencv-python 4.6.0.66
7. PyCharm IDE

Installation:

git clone https://github.com/siennatariman/image-classification-cnn.git

Set the project as yout current working directory, then activate a conda environment with Python 3.10

Run main.py on your IDE

Summary:

	20K training images & 40k testing images	60k training images & 120k testing images
Accuracy	65%	70%
Correct Predictions	bird1.jpg	car.jpg deer.jpg plane.jpg bird1.jpg
Incorrect Predictions	car.jpg deer.jpg plane.jpg horse.jpg	horse.jpg