mshakeelt Goto Github PK

8-bands_filter_bank

mshakeelt/8-Bands_Filter_Bank

chroma_subsampling_and_2d_filtering

Application of 420 chroma subsampling on live webcm video.

color_space_conversion_on_live_video_stream

Application of RGB to YCbCr and YCbCr to RGB conversion on live video feed.

courses

Machine Learning/Deep Learning Courses

deep_learning_models_with_tensorflow

Practice Exercises from the IBM course "Building Deep Learning Models with TensorFlow".

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

discrete_cosine_transform_on_live_video_stream

Application of DCT type 2 compression on live video.

displaying_motion_vectors_on_live_video_stream

Calculation and displaying of motion vectors on luminance channnel of video frames.

filter_design_using_windowing_and_modulation

In this repository we have used different windows to create a filter bank and applied the filterbank on the audio input.

fitpartner

An experimental AI fitness partner.

human-following-robot-using-open-cv-and-raspberry-pi

This Repository contains python code for human following robot Using Open-CV and RaspBerry-Pi.

human_hair_segmentation_length_classification_and_color_identification

Tensorflow Implementation of Human Hair Segmentation using UNET and Length Classification using Effecient-Net

imageprocessing

machine-learning-with-python-project

The project is about the creation of the best classifier using different classification techniquies of machine learning like KNN, Decision Tree, Support Vector Machine, and Logistic regression.

minimum_phase_and_frequency_warped_filter

filter designing using minimum phase and frequency wraping.

nionswift

Nion Swift is open source scientific image processing software integrating hardware control, data acquisition, visualization, processing, and analysis using Python. Nion Swift is easily extended using Python. It runs on Windows, Linux, and macOS.

polyphase_decomposition_and_filtering

Applicatyion of polyphase decomposition and noble identities.

real_time_audio_processing_and_simulation

Creation of real time simulation using matplotlib.

scalar_quantizers

Application of uniform and non uniform scalar quantizers.

sound_visualizer_using_raspberrypi

Visualization of Sound frequency and intensity on an individually addressable LED strip WS2812b using Raspberry Pi 3B+.

vector_quantizer_using_lbg_algorithm

Application of LBG machine learning algorithm to vector quantize an audio signal.

video_coding

This repository contains the exercises related to video coding course of masters in media technology.

video_processing_using_motion_estimation_and_dct-ii

Live video encoding and decoding.

vlc-pyqt5-example

An example of an embedded VLC player using PyQt5

window_optimization

This repository contains the python implementation of window optimization for ideal filterbank using scipy.optimize function.