Projects in Awesome Lists by neelanjan00

https://github.com/neelanjan00/driver-drowsiness-detection

A real-time drowsiness detection system for drivers, which alerts the driver if they fall asleep due to fatigue while still driving. The computer vision algorithm used for the implementation uses a trifold approach to detect drowsiness, including the measurement of forward head tilt angle, measurement of eye aspect ratio (to detect closure of eyes) and measurement of mouth aspect ratio (to detect yawning).

dlib drowsiness-detection eye-status opencv python yawn-detection

Last synced: 27 Oct 2024

https://github.com/neelanjan00/image-forgery-detection

A deep convolutional neural network for the detection as well as localization of the area of manipulation in forged images, bearing forgeries of simple as well as complex nature. Further along, the trained model is interfaced with a web application for users to interact with the model in a simple and effective manner, and finally, we also develop a chatbot for further easing the process of interaction with the model and effectively tackling the problem of fake news forwards in popular internet messaging platforms such as WhatsApp.

chatbot computer-vision deep-learning flask forgery-detection tensorflow

Last synced: 11 Oct 2024

https://github.com/neelanjan00/parkinsons-detection

An AI-based mobile application that is able to diagnose Parkinson's Disease using two independent tests that require only a pencil and a paper. Based on the 2017 research paper Distinguishing Different Stages of Parkinson's Disease Using Composite Index of Speed and Pen-Pressure of Sketching a Spiral by Zham et. al. The trained models were deployed using a Flask backend server, along with a Flutter based frontend mobile application frontend to interact with the REST API.

computer-vision flask machine-learning parkinsons-disease python

Last synced: 28 Oct 2024

https://github.com/neelanjan00/face-recognition-facenet-

An implementation of the Siamese Neural Network for facial recognition using one shot detection, that eliminates the requirement for the Neural Network to be trained each time a new image is added to the database. Trained using a Triplet Loss Function, it may even be used to perform the facial recognition with one training instance image.

deep-learning face-recognition opencv siamese-network tensorflow

Last synced: 11 Oct 2024

https://github.com/neelanjan00/crop-ai-frontend

A diagnostic AI-enabled mobile app which is able to classify upto 38 different plant diseases ranging for 14 crops and vegetables. The application makes use of the VGG-Net CNN architecture for the purpose of multi-class classification of the images of infected plant leaves. The trained model was then deployed using a Flask backend server, along with a Flutter based frontend mobile application to interact with the REST API.

dart flutter image-classification

Last synced: 11 Oct 2024

https://github.com/neelanjan00/sorting-visualizer

A web application for visualising Bubble Sort, Insertion Sort, Selection Sort, Merge Sort and Quick Sort. The application is developed in next.js application developed along with react.js for server side rendering of react js application for improved SEO and support for hardware resources constrained devices. The codebase is written in Typescript instead of Javascript for better code understandability and maintainability.

nextjs reactjs sorting-algorithms typescript

Last synced: 11 Oct 2024

https://github.com/neelanjan00/crop-ai

A diagnostic AI-enabled mobile app which is able to classify upto 38 different plant diseases ranging for 14 crops and vegetables. The application makes use of the VGG-Net CNN architecture for the purpose of multi-class classification of the images of infected plant leaves. The trained model was then deployed using a Flask backend server, along with a Flutter-based frontend mobile application to interact with the REST API.

computer-vision deep-learning flask python

Last synced: 11 Oct 2024

https://github.com/neelanjan00/asl-sign-language-cv

A webcam-based object detection model that uses an artificial neural network to label the American Sign Language (ASL) hand sign alphabets. This deep learning model makes use of the Faster-RCNN model architecture to perform the object detection, which is implemented using the Tensorflow framework.

computer-vision deep-learning object-recognition opencv python

Last synced: 11 Oct 2024

https://github.com/neelanjan00/blind-vision

Assisting blind people with the help of image-captioning via a smartphone app. The application makes use of two neural networks, a CNN-based image feature extractor, and an LSTM based sentence generator. The user is able to submit images to the app, which are fed to the CNN feature extractor. The extracted features are then fed to the LSTM network to generate the sentence that describes the image, which is then read aloud to the user.

cnn flask keras lstm ml opencv tensorflow

Last synced: 11 Oct 2024

https://github.com/neelanjan00/grid-path-finder

A web app for finding and visualizing the path between a source position and a destination position in a grid using Graph algorithms such as BFS, DFS, Dijkstra, etc.

algorithms data-structures graph-theory reactjs search-algorithm

Last synced: 11 Oct 2024

https://github.com/neelanjan00/neural-style-transfer

A neural style transfer algorithm which uses a CNN trained with a style-cost function. The style-cost function makes use of two images, the style-image and the content-image to produce an image which is the content-image re-drawn in the style of the style-image, referred to as the generated image. The generated-image thus resembles an artwork similar to the original content-image but bearing the style of the style-image.

computer-vision deep-learning flask keras tensorflow

Last synced: 11 Oct 2024

https://github.com/neelanjan00/colorize

Colorize is a computer vision algorithm that is implemented as a feed-forward pass in a CNN at test time, that has been trained on a million images from the Imagenet dataset. The algorithm is able to fill vibrant and realistic colors to the black and white images to recreate a plausible colorized image. Based on the 2016 research paper by Zhang et al. "Colorful Image Colorization".

computer-vision deep-learning flask

Last synced: 11 Oct 2024

https://github.com/neelanjan00/parkinsons-detection-frontend

An AI based mobile application which is able to diagnose the Parkinson's Disease using two independent tests that require only a pencil and a paper. Based on 2017 research paper Distinguishing Different Stages of Parkinson's Disease Using Composite Index of Speed and Pen-Pressure of Sketching a Spiral by Zham et. al. The trained models were deployed using a Flask backend server, along with a Flutter based frontend mobile application frontend to interact with the REST API.

dart flutter image-classification

Last synced: 11 Oct 2024

https://github.com/neelanjan00/gap-buffer

A Go implementation of the Gap Buffer data structure.

Last synced: 11 Oct 2024

https://github.com/neelanjan00/kubectl-count

kubectl-count plugin, counts Kubernetes resource instances.

Last synced: 11 Oct 2024

https://github.com/neelanjan00/translate-u

Translate U is capable of translating the text present in an image from one language to the other. The app uses OCR and Google translate to identify and translate across 80+ languages.

Last synced: 11 Oct 2024

https://github.com/neelanjan00/web-team-recruit

Last synced: 11 Oct 2024

https://github.com/neelanjan00/translate-u-frontend

Translate U is capable of translating the text present in an image from one language to the other. The app uses OCR and Google translate to identify and translate across 80+ languages.

Last synced: 11 Oct 2024

https://github.com/neelanjan00/sock-shop

Sock-Shop application manifest

Last synced: 11 Oct 2024

https://github.com/neelanjan00/to-do-single-page-application

A Single Page Application (SPA) made using AJAX, jQuery, Bootstrap, and JavaScript that serves as a daily to-do list.

ajax bootstrap3 css html jquery js spa

Last synced: 11 Oct 2024

https://github.com/neelanjan00/neelanjan00

Last synced: 11 Oct 2024

https://github.com/neelanjan00/yolov3-object-detection

An implementation of YOLO object detection deep learning algorithm, trained using Microsoft's COCO dataset and coded using TensorFlow framework for ML.

deep-learning object-detection python tensorflow yolov3

Last synced: 11 Oct 2024

https://github.com/neelanjan00/operator-demo

kubebuilder operator-demo

Last synced: 11 Oct 2024

https://github.com/neelanjan00/chessai

An AI chess engine developed in Javascript that implements a Mini-Max algorithm to perform an adversarial search with the objective of finding the next best move. To make the process of searching the game tree more efficient, Alpha-Beta pruning is incorporated in the logic. The heuristic function to evaluate the board position is defined as the sum of individual piece cost weighted according to the piece-square table. Finally, there's a leaderboard for those who successfully beat the AI, which is implemented using Firebase Cloud Firestore.

artificial-intelligence firebase javascript webapp

Last synced: 11 Oct 2024

https://github.com/neelanjan00/portfolio-next

A portfolio application developed using Next.JS and Firebase that uses Static Site Generation with Incremental Site Regeneration.

firebase nextjs react react-markdown

Last synced: 11 Oct 2024

Ecosyste.ms: Awesome