happymondaynkanta

Binding-Trackbar-in-Display-Window-Using-OpenCV

This repository contains codes to show how to bind trackbar to OpenCV windows.

CECED-Canny-Edge-Contrast-Enhanced-Detection

A simple code to perform canny edge contrast detection on images.

CLAHE--Contrast-Limited-Adaptive-Histogram-Equalization

A simple code to process images using contrast limited adaptive histogram equalization.

Convolutional-Neural-Networks

This repository contains several fundamental implementations of convolutional neural networks

Object-Tracking-and-Detection-Using-OpenCV

Object tracking is one such application of computer vision where an object is detected in a video, otherwise interpreted as a set of frames, and the object’s trajectory is estimated. For instance, you have a video of a baseball match, and you want to track the ball’s location constantly throughout the video.

Performing-Image-pyramids-Using-OpenCV

Performing Image Pyramids with Python and OpenCV. The term Pyramid is a representation of multi-resolution image representations in which the image is subject to repeated smoothing and subsampling.

Processing-RGB-to-Grayscale

Processing multiple RGB images to gray scale images

Siamese-Wavelet-Convolutinal-Neural-network-Using-Keras

A Siamese Wavelet Convolutional Neural Network is a type of wavelet convolutional network architecture that contains two identical subnetworks of wavelet convolutional networks for feature extraction and to compare the input pair images.

UESTC-Doctoral-Thesis-Overleaf-Latex-Version-for-International-Students

This is the Overleaf Latex version of UESTC Doctoral Dissertation for International PhD students who wish to format their final dissertation using overleaf latex template rather than word template which comes with so much setbacks.

Wavelet-Convolutional-Neural-Network-Using-Keras

Wavelet convolutional neural network combines a multi-resolution analysis and convolutional neural network into a single model to achieve computer vision task.

happymondaynkanta/Siamese-Wavelet-Convolutinal-Neural-network-Using-Keras

A Siamese Wavelet Convolutional Neural Network is a type of wavelet convolutional network architecture that contains two identical subnetworks of wavelet convolutional networks for feature extraction and to compare the input pair images.

happymondaynkanta/Wavelet-Convolutional-Neural-Network-Using-Keras

Wavelet convolutional neural network combines a multi-resolution analysis and convolutional neural network into a single model to achieve computer vision task.

happymondaynkanta/UESTC-Doctoral-Thesis-Overleaf-Latex-Version-for-International-Students

This is the Overleaf Latex version of UESTC Doctoral Dissertation for International PhD students who wish to format their final dissertation using overleaf latex template rather than word template which comes with so much setbacks.

happymondaynkanta/Machine-Learning-Course-Coursera

This repository contains the course material and assignment solutions for the machine learning course of Stanford University on Coursera.

happymondaynkanta/Super-Resolution-Convolutional-Neural-Network

Super-resolution is the task of constructing a higher-resolution image from a lower-resolution image.

happymondaynkanta/Tensorflow-Developer-Certificate-Course

This repository houses the complete code and exercise that will walk you through the course.

happymondaynkanta/UESTC-Bachelor-Thesis-Overleaf-Latex-Version-for-International-Students

This is the Overleaf Latex version of UESTC Bachelor Thesis for International Undergraduate students who wish to format their final year thesis using overleaf latex template rather than word template which comes with so much troubles.

happymondaynkanta/UESTC-Master-s-Thesis-Overleaf-Latex-Version-for-International-Students

This is the Overleaf Latex version of UESTC Master's Thesis for International postgraduate students who wish to format their postgraduate thesis using overleaf latex template rather than word template which comes with so much challenges

happymondaynkanta/Basic-Deep-Learning-Model

Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge.

happymondaynkanta/Deep-Learning-for-Audio-Identification-and-Classification

Audio classification or sound classification can be referred to as the process of analyzing audio recordings. This amazing technique has multiple applications in the field of AI and data science such as chatbots, automated voice translators, virtual assistants, music genre identification, and text to speech applications.

happymondaynkanta/Deep-Learning-for-DeepDream

DeepDream is an experiment that visualizes the patterns learned by a neural network. Similar to when a child watches clouds and tries to interpret random shapes, DeepDream over-interprets and enhances the patterns it sees in an image.

happymondaynkanta/Deep-Learning-for-Image-Caption-Generator-

Image caption generator is a process of recognizing the context of an image and annotating it with relevant captions using deep learning, and computer vision. It includes the labeling of an image with English keywords with the help of datasets provided during model training.

happymondaynkanta/deep-Learning-for-Image-colorization

Image colorization is the process of taking an input grayscale (black and white) image and then producing an output colorized image that represents the semantic colors and tones of the input (for example, an ocean on a clear sunny day must be plausibly “blue” — it can’t be colored “hot pink” by the model).

happymondaynkanta/Deep-Learning-for-Image-Recognition-and-Classification-

Image recognition and classification refer to the task of inputting an image into a neural network and having it output some kind of label for that image

happymondaynkanta/Deep-Learning-for-Text-Document-Classification

Text classification is one of the popular tasks in NLP that allows a program to classify free-text documents based on pre-defined classes.

happymondaynkanta/Fundamental-of-Machine-Learning

Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

happymondaynkanta/The-Power-of-Transfer-Learning-in-Artificial-Intelligence

Transfer learning is a machine learning method where a model developed for a task is reused as the starting point for a model on a second task.

happymondaynkanta/happymondaynkanta

happymondaynkanta/Computer-Vision-Read-and-Display-Image

Computer vision is a branch of artificial intelligence which enables computers to understand the virtual world and make decisions.

happymondaynkanta/Convert-Multiple-RGB-Images-to-Grayscale

This directory contains the step by step code on how to convert multiple RGB images to grayscale

happymondaynkanta/Data-Augmentation-Using-Keras

This directory contains the step by step code on how to augment multiple images and save to a different folder

happymondaynkanta/Edge-Detection-and-Extraction

This directory contains the step by step code on how to detect and extract the edges of multiple images

happymondaynkanta/Image-Contrast-Enhancement-Using-CLAHE

This directory contains the step by step code on how to enhance the contrast of multiple images using OpenCV CLAHE technique

happymondaynkanta/Read-and-Display-an-Image-in-MATLAB

This directory contains the step by step code on how to read and display an image in MATLAB

happymondaynkanta/Read-and-Save-an-Image-Part-1

This directory contains the step by step code for reading and saving an image in the same work folder

happymondaynkanta/Read-and-Save-an-Image-to-a-Different-Folder

This directory contains the step by step code for reading and saving an image to a different folder

happymondaynkanta/Read-Image-from-outside-MATLAB-Current-Folder-and-Display

This directory contains the step by step code on how to read image file outside MATLAB current folder

happymondaynkanta/Read-Image-Using-GUI-in-MATLAB

This directory contains the step by step code on how to read and display image using GUI in MATLAB

happymondaynkanta/Read-Rename-and-Save-Multiple-Images

This directory contains the step by step code on how to read, rename and save multiple images

happymondaynkanta/Read-Resize-Rename-and-Save-multiple-Images

This directory contains the step by step code on how to read, resize, rename and save multiple images