Dr. Sander Ali Khowaja (@sander-ali)
github

sander-ali

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Top repositories

1

Visual_Transformer_code

This is the code for training MNIST dataset using visual Transformers through PyTorch
Python
10
star
2

motion_heatmap_demo

The code lets you project the heat map with respect to the motion that takes place in the video. It also generates a depth image of summarized motion.
Python
5
star
3

Federated_vs_Centralized_Learning

The repository provides both the federated and centralized based learning on MNIST, CIFAR, and FashionMNIST using MLP and CNN based networks.
Python
4
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4

SAM_inference

The code provides python code for performing segmentation using Facebook's recent Segment Anything Model (SAM). You can also used anaconda prompt to perform command-line inference.
Python
3
star
5

person_segmentation_background_swap

This code is for person segmentation and swapping background using pixellib package
Python
3
star
6

Sobel_Laplacian_Gaussian_Median_filters

This code applies Sobel and Laplacian filter for edge detection, Gaussian and Median filter for reducing noise from the images. This code does not use any builtin function of opencv.
C++
3
star
7

News-Scraper

The code scrapes the news based on the keyword provided using google search and nltk python package.
Python
2
star
8

Flower_classification

Flower_classification code for facebook AI pytorch challenge
Python
2
star
9

K-means-clustering_from_scratch

This is an implementation of K-means clustering from scratch to understanding its working based on distance measures.
Python
1
star
10

document_scanner

Scanning document from images using simple image processing techniques.
Python
1
star
11

self_training_pseudo_labels

The repository provides the code for training a single and two classifiers for self training strategies with pseudo labels.
Python
1
star
12

simple_unet

A TensorFlow Implementation of Simple U-Net architecture
Python
1
star
13

Linear_Regression_code

Linear Regression on Boston Housing Prices with and without available packages
Python
1
star
14

generative_cartoon_gan

generate new cartoons using GANs
MATLAB
1
star
15

NN_from_scratch

Implementation of three layer (input, hidden, and output) neural networks using numpy and matplotlib library python
Python
1
star
16

histogram_equalization

Enhances the image using histogram equalization
C++
1
star
17

pix2pix_train

This repository provides you with the code to implement pix2pix network architecture and train it on Facades Dataset.
Python
1
star
18

decision_tree_from_scratch

This is an implementation of CART (Classification and Regression Trees) from scratch and is tested on banknote authentication Data Set
Python
1
star
19

Simple-coding-examples

simple assignment based codes or coding examples in python
Python
1
star
20

red_ball_track

This code tracks the red ball in the video
Python
1
star
21

Person_invisibility_demo

Person invisibility demo using OpenCV and Python
Python
1
star
22

Sematic_Segmentation_With_SegFormer

The code uses SegFormer for Semantic Segmentation on Drone Dataset.
Python
1
star
23

Lenet5_classic

This is the implementation of LeNet-5 convolutional neural network architecture using PyTorch.
Python
1
star
24

Face_Detect_OpenCV_SSD

Face Detection from Images and Videos using OpenCV and Deep Learning
Python
1
star
25

Deep_Image_Prior_Pytorch

This repository provides the code for training deep image prior networks for image denoising with pytorch.
Python
1
star
26

Image-Segmentation-Code

Demo codes for computer vision using MATLAB/Python
Python
1
star
27

Bisection_Method

This code is for Bisection Method with the number of iterations as stopping criteria.
M
1
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28

Object_detection_demo

This demo is for real-time object detection using Mobile SSDNet. Feel free to use the pre-trained network
Python
1
star
29

Interactive_drawing_classification

The script is written for interactive drawing classification using deep learning techniques.
Python
1
star
30

Entity_Relationship_with_Knowledge_Graph

The code in this repository provides a simple and basic implementation of Enhanced Language Representation with Informative Entities (ERNIE) using various NLP packages.
Python
1
star
31

Land_Cover_Classification_Random_Forest

You can perform Land Cover Classification on Satellite Images using Random Forest and visualize the result using Earthpy package. Make sure to install the required packages and such as
Jupyter Notebook
1
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32

DCGAN-for-Fashion-MNIST

Train a DCGAN on Fashion MNIST for generating similar images.
Python
1
star
33

Avatar_Generation_PyAvataaars

With all the metaverse craze, here is the code for generating your personalized avatar using python. You just need to install the PyAvataaars package and install the gtk file from https://github.com/.../GTK-for-Windows-Runtime..., I opted for gtk3-runtime-3.24.29-2021-04-29-ts-win64.exe, install it and remember to check add to environment path. Personalize your avatar with different parameters such as skin color, hair color, hair type and more.
Python
1
star
34

skipgram_scratch

This repository implements skip-gram method for computing word embeddings. On the contrary to continuous-bag-of-words approach, Skip-gram uses the central world to predict the surrounding words.
Python
1
star