Software Engineer | Django | React | AI/ML

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Tushar Amdoskar • Peerlist

Made a project to detect yoga postures. The goal is first I use trainer's image and obtain correct posture of certain yoga. Then in learner file I use webcam to detect students posture and when its correct create a pink solid circle denoting that posture is correct. Else in image it shows correction required in the pose. Many things are to be implemented more.

Yoga Pose

In this project I had used GPT 2 for NLP text generation. I used a pretrained model to generate stories using 2 to 3 words of text input given by the user. After story is generated user can store that in database. Django was used for backend and for frontend my other team members used html-css.

Story Generation Using GPT 2

This project is useful for anyone who needs a screen lock that can be unlocked on correct Face Detection First we are importing all necessary libraries Then Run faceRegister.py and register your face Once Registerd you can see one Image File of your face present in the faceRegister folder We will be using this image to verify face while screen lock is running. Then to lock screen run lockScreen.py file Here you can put custom background music or wallpaper if you wish to do so Next Enter your name which was used while registering (This is important step) Screen will be then locked Now if no one is in front of camera the screen will continue to be locked and music will play If face detected and its wrong then it will say wrong person detected If correct face is detected the program will test it for 10 iterations and then screen will be unlocked

Face Screen Lock

We see numerous games coming up daily in gaming industry. But at the end of the day the way of playing the game is by either keyboard or mouse. Thanks to advancement in ML/AI and Image processing we can now detect the pose of human body with extreme accuracy. This principle can be used for controlling game and this what project is about. In this project I have made a game completely from scratch. Sprites were made using https://www.piskelapp.com/. In the game we have a main character whose role is to collect as many as multicolored flower to increase score which in turn will increase Total. The player need to avoid the stones which increases collisions and decreases score as penalty. Also more the distance travelled more is the increase in Total Here is formula to calculate it Total = Score5 + Distance/3 - Collisions10 Then we are using hand detection to detect hand and process the data. The events can be triggered by following. To move left raise index finger. To move right raise pinky And to be in center raise all fingers. And thus using hands we can play game seamlessly and have a complete different experience from conventional gaming

Gesture Gaming

In this project I have created a tetris object detector using OpenCV which detects tetrominoes in the given image. The goal of the project is to identify all the tetris objects (tetrominoes) in the given tetris input image and return the count. It is seen that during gameplay the tetris blocks are broken and this program should be able to identify such blocks too. It was part of open source programme in LGM Summer of Code

Tetris Object Detector

In this project I have created a Chatbot for cowin website. The data has been scraped from mock cowin website and then it was displayed in the terminal. I have learned beautiful soup, tabulate, term color and many other useful things in this project

Chatbot - Capstone Project for Eyantra MOOC

In this project I have made a Xylophone using Open CV. Whenever user places his/her finger on particular tile the sound is played.

Xylophone Using OpenCV

It was a part of Eyantra robotics competition. I had task to detect various shapes on the image using open cv. We had many sub tasks like finding centroid and area of static and moving objects. In next task we had to solve maze using ROI concept. It was really mind twister task and I was able to learn open cv from this project.

Shape detection and maze solver using OpenCV

It was a simple 2d game made using Unity Engine and C#. It had sprites which were animated. A player had to collect the maximum number of coins and proceed to next level. It was 3 level game with various obstacles. I learned basics of Unity and C# for game development in this project

2D platform game using Unity and C#

It was a music player which was made as a java applet. User had ability to add number of songs in to the audio player and then he/she can select the desired music from the drop down. Then it had buttons which were play, pause stop and reply. This project taught me basics and also intermediate level of programming with java applet.

Java Applet for music

I had made a project on image steganography using django and react. The backend was done using opencv for python.  And frontend was done using react js. Basically it was web application in which we were supposed to give input of 2 images and using concept of steganography the program will hide image 1 in image 2. And then there was decryption tab which will decrypt the image which was encrypted. Also we had implemented login logout features. It was fun and me and my team got a lot to learn about web development from that project.

Image Steganography using Django, Reactjs and

It is a web application and a diary app which was created using django. The user will enter information like a personal diary. The python backend will then detect emotions using text2emotion module. The user will then can click on Emotion tab to check his/her emotions. It is in Pie Chart form and it was created using chart.js. You can visit the site to see live demo

Emotion Detecting Diary

It's a gaming application developed using pygame which can be used and played using gestures rather than a traditional keyboard or mouse. User's gestures are tracked by Opencv which is used to trigger the game's actions(left, right, bottom, top).In this game, a player will have to pick flowers while avoiding stones and as per his performance score is evaluated. This game aims to promote body exercise.