Contents
Multiple Choice Questions (MCQs)
1. Which dataset is used in this project?
a. MNIST
b. CIFAR-10
c. Fashion-MNIST
d. ImageNet
Answer: b. CIFAR-10
2. Which library is used to build the deep learning models?
a. Pandas
b. NumPy
c. TensorFlow
d. OpenCV
Answer: c. TensorFlow
3. Why are image pixel values normalized?
a. To change image colors
b. To improve model training
c. To reduce the number of images
d. To resize the images
Answer: b. To improve model training
4. Which neural network is designed specifically for image classification?
a. Decision Tree
b. Linear Regression
c. Artificial Neural Network
d. Convolutional Neural Network
Answer: d. Convolutional Neural Network
5. Which activation function is commonly used in the output layer for multi-class classification?
a. ReLU
b. Sigmoid
c. Softmax
d. Tanh
Answer: c. Softmax
Building an Image Classification System Using CNN
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