Convolutional Neural Network

Implementation of Convolutional Neural Network from Scratch

Libraries used:

Numpy
Matplotlib
Pandas
Tensorflow

✏️ A CNN, or Convolutional Neural Network, is a type of artificial neural network that is commonly used for image/object detection and classification. Deep Learning detects things in images by employing a CNN.

✏️ CNNs play an important part in a variety of activities/functions such as image processing difficulties, computer vision tasks such as localization and segmentation, video analysis, recognising obstacles in self-driving cars, and speech recognition in natural language processing.

✏️ Here we have built a ConvNet to identify Sign language digits from scratch along with in-depth implementation of each layer in neural network