Mohit's repositories
Pose-Estimation-Similarity-With-TensorFlow
This repository consists of all the code required for similar 2-D pose detection in dance videos. This can used for any type of pose estimation application to find the similarity.
Autonomous-Forest-Surveillance-Safety-System-using-OpenCV
The current forest surveillance systems methods consume a lot of resources and are less efficient, not reliable and require a constant human presence whose tasks can be easily automated using new technology. To solve these problems we propose an autonomous surveillance system which uses object detection to identify specified animals. It is capable of monitoring forest fires, intruders, wildlife etc, all at once and alerts the concerned officials immediately and precisely. It has a hybrid object detection system using HAAR and Backpropagation neural network algorithms which can be used to train and detect animals and predict from the data obtained respectively. This helps in detecting various unwanted visitors, dangerous animals, or restricted tools into the forest. The system can not only store the video feed but can also determine population , track a specific animal or human and sends the pictures to your email directly along with real-time video monitoring via the internet which allows the users to monitor from anywhere in the world and sends instant alerts to your phone via an SMS even in remote areas in case of emergencies, and it stores all the data in a repository. We can control the system using a windows app which allows us to select which animals to be detected by the camera modules and their alert levels along with other settings and also provides a detailed analysis on various things like forest fires, animal population, trespassed areas etc, to users in simple charts. It is a smart, automatic, modular system which is cheap and easily expandable.
Image-Similarity-Recommmendation-System
Recommendation of similar images to the given image using ResNet50, K-Means and cosine similarity.
Toxic-Text-Detection
A web application for sentiment analysis of toxic text detection using LSTM model. The model has also been integrated to a web service api that can be used. The model performs well with a accuracy of 98%.
Autonomous-RC-Car
A scale down version of a self driving car system achieved by using OpenCV and Python. This helps the RC car to perform basic autonomous functions such as start and stop by the help of sensors and Raspberry Pi.
Covid19-QnA-System-Using-Bert
This repo consist of a simple QnA system for covid-19 queries using a pretrained bert model.
Cpp-Programs-for-Noobs
This Repository includes all the programs necessary for mastering c++ Data structures and algorithms. Also some tricky programs that will help the newbies learn coding effectively.
Face-Recognition-Using-Face-Net
This project consists of a Face Recognition System using algorithms using Multi-Tasked CNN, FaceNet algorithm and Cosine Similarity.
GRIP-Internship-projects
This repository consists of all the projects that I have done during the internship for the role of data science/ machine learning.
Machine-Learning-and-Data-Science-Tutorial-Programs
All DataScience and ML related tutorial programs that I have learned.
Machine-Learning-Projects
Some machine learning projects that I did.
Motion-Detection-Surveillance-System
This python program detects motion using pixel difference and also detects faces with the help of OpenCV.