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  • Language
    C++
  • Created almost 3 years ago
  • Updated almost 3 years ago

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Repository Details

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1

Human-action-classification-with-still-images-using-CNN

In recent years, one of the most difficult problems in computer vision has been automatic human action and activity recognition. It is critical in a variety of artificial intelligence applications, including video surveillance, computer games, robotics, and human-computer interactions. Research into intelligent surveillance has resulted from the growing demand for safety and protection. Feature extraction, action representation, and classification are the three major steps of an action recognition system. As a result, each step is critical to achieving a high recognition rate. Raw data is fed into a feature vector by the feature extraction and action representation models. The classification result would be greatly influenced by the proper extraction and selection of features. In this research seven human activities are chosen from a custom dataset made by the author in order to create an optimal human action detection model. The activities are yawning, phoning, sitting, standing, walking, running and hand waving. In order to get a benchmark result for our model conventional methods such as Naive Bayes, Support Vector Machine (SVM), K-nearest Neighbor (KNN), Random Forest, Gradient Boosting and Decision Tree were used. After that deep learning models such as ResNet, AlexNet, VGG16 and DenseNet were used. Next I used ResNet50 for feature extraction and then classified the dataset using SVM. Finally, in order to outperform the other methods, a custom CNN model was introduced. The best result came from the custom CNN model. The custom Convolutional Neural Network (CNN) model gave 80\% accuracy.
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2

Employee-Attendance-and-Task-Monitoring-System

This is a C# Project where Supervisors can manage their employee's task and attendance. They can also chat and check the status of the task. The Employees have to login and logout of the system. The supervisors can check how many hours the employees have worked.
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3

Online-Bookshop

This is a Online Bookshop created using HTML, CSS, PHP, AJAX, JSON and Javascript
PHP
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4

Sentiment-Analysis-using-Textblob

Sentiment Analysis using Textblob
Jupyter Notebook
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5

Compare-XML-Files-then-generate-report

Python
1
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6

Cricket-Mini-Games

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7

2-layered-architecture-CSharp

2 layered architecture CSharp
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8

Sales-Management-System

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9

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10

Form-Validation-CSharp

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11

Cplusplus-basics-for-my-students

C++ basics for my students
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1
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12

Database-Connection-in-CSharp

Database Connection in CSharp
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1
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13

Block-Breaker

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C#
1
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14

Easy-form-validation-CSharp

C#
1
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15

Cricket-Temperature-Calculator

THE CRICKET AS A THERMOMETER Back in 1897, a scientist named Amos Dolbear published an article “The Cricket as a Thermometer” that noted the correlation between the ambient temperature and the rate at which crickets chirp. The formula expressed in that article became known as Dolbear’s Law. It’s surprisingly simple: To convert cricket chirps to degrees Fahrenheit: Just count the number of chirps in 14 seconds, then add 40 to get the temperature. The number you get will be an approximation of the outside temperature. Example: 30 chirps + 40 = 70° F To convert cricket chirps to degrees Celsius: Count the number of chirps in 25 seconds, divide by 3, then add 4 to get the temperature. Example: 48 chirps /(divided by) 3 + 4 = 20° C
Java
1
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16

Twitter-Sentiment-Analysis-using-Python

This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event. It will search for tweets about any topic and analyze each tweet to see how positive or negative it's emotion is.
Jupyter Notebook
1
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17

Bangladesh-NID-Card-Translator

Application software is a program or group of programs designed for end users. Examples of an application include a word processor, a spreadsheet, an accounting application, a web browser, an email client, a media player, a file viewer, simulators, a console game or a photo editor.
Java
1
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18

Rolling-Dice-Simulator

This is a Dice simulator created with python. Here you can get a random number from 1 to 6 randomly. Also you will be getting some visual aid too. I have also constructed a dice using operators.
Python
1
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19

Tic-Tac-Toe-Game-Python

This is a Ticktacktoe game that is created using python. The name tic tac toe comes from a game by the same name, no longer played, in which players with their eyes closed tossed a pencil down onto a slate marked with numbers, and earned the score the number indicated--something like blind darts. The game dates to the mid- to late 1800s. Tic-tac-toe (also known as noughts and crosses or Xs and Os) is a paper-and-pencil game for two players, X and O, who take turns marking the spaces in a 3×3 grid. The player who succeeds in placing three of their marks in a horizontal, vertical, or diagonal row wins the game. Tic Tac Toe is a game that can be perfected, quite easily, to a point where one simply never loses. Not only that, it's so simple, one can memorize how to play it perfectly without ever having played it. Impossible implies it's actually impossible to win the game.
Python
1
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