shahed-adnan Goto Github PK

designpatterns

Design pattern repository contains various design pattern with real world example. SOLID principle with examples are available here as well. In the document, I will be updating the corresponding SOLID principles which are applied to each pattern. The reference document contains the resource for patterns oriented architecture.

hand-written-digits-classification-with-softmax

Classify Images of hand-written digits with a Softmax Classifier using PyTorch.

image-classification-using-tensorflow

This project aims to create an image classification program that you need to train using the popular CIFAR-10 dataset. The dataset contains 6,000 images that belong to 10 different classes. Moreover, the dataset also has 50,000 training images along with 10,000 test images.

kattisproblemsolving

Programming problems are solved from Kattis.

ml-house-price-prediction

The data contains information from the 1990 California census and used in the second chapter of Aurélien Géron's recent book 'Hands-On Machine learning with Scikit-Learn and TensorFlow'. The dataset is used to train and test machine learning model using regression and random forest.

object-detection-with-yolov8

Object recognition are primarily used for accomplishing various real-world tasks, such as video surveillance and activity recognition. Building a system that can detect objects is a challenging task.

programming-with-python

traffic-sign-classification-using-dnn

This project aims to devise an algorithm capable of analyzing images and searching for traffic signs within them. Moreover, the algorithm needs to be capable of classifying the traffic sign.

traffic-sign-recognition-using-fl