Genearative Adverserial Network. Two-model architecture. TensorFlow. Train an AI to generate fake human writings of numbers 0 to 9. Two-model architecture: Generator & Discriminator. Data Prep...
Simple CNN architectures for image classification. CIFAR-10. PyTorch. CIFAR-10 Dataset. 10 classes. RGB images, 32x32. PyTorch. Data Preparation from torchvision import datasets, transforms from...
Machine Translation using RNN with and without Attention - A detailed tracing of informationBackground The focus of this study will be to trace the information flow, i.e., the flow of data from the very beginning as an input, to...
Eigen Analysis in Face RecognitionLoading Face datasets. Show face examples. import matplotlib.pyplot as plt import numpy as np import scipy.io allfaces_load =...
Image Processing using OpenCV. import matplotlib.pyplot as plt %matplotlib inline import cv2 import numpy as np def printm(X): print(f"{X}, {X.shape}\n") Image...