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emotion-detection-nlp

Detecting emotions from tweets based on output feature vectors of topic modelling taken as input to supervised classifiers.

flight-price-prediction

Predicting flight ticket prices using a random forest regression model based on scraped data from Kayak. A Kayak scraper is also provided.

german-traffic-sign-classification

German traffic sign classification based on the GTSRB dataset through convolutional neural networks

meshalalamr

nyc-recycling-bins-analysis

Determining the ratio of people per public recycling bin in each New York borough based on the entry and exit traffic of MTA stations.

quick-action-recognition

Spatial Temporal Graph Convolutional Networks (ST-GCN) for the recognition of quick human actions. Quick actions are derived by downsampling the NTU-RGB+D dataset.

rain-prediction

Predicting whether or not it will rain tomorrow using a CatBoost classification model based on the Rain in Australia dataset from Kaggle.

ros-robot-arm-control

ROS simulation of a Robot arm that can be manually controlled through a GUI

smart-library

A Flask-based web application that uses OCR, summarization, topic modeling, and sentiment analysis with HuggingFace models. It allows librarians to process PDFs to store relevant information. Users can enter a query and receive suggestions on available recourses based on similarity.

smartathon-theme-1

SDAIA's Smartathon 2023 - Theme 1 - Team Pattrn - Detection and evaluation of visual pollution on street imagery taken from a moving vehicle.

speech-emotion-recognition

Detecting emotions from speech signals using a CNN model. Signal processing and feature extraction were done using Librosa.

step-starter_torch_skeleton_project

web-real-time-motion-detection

Web-based real-time motion detection using Python OpenCV and Flask

whatsapp-watchdog

A Node.js application to monitor a Python script on Windows and send alerts through WhatsApp when it's down.