Django app that recognizes ASL hand signs on uploaded image using API endpoint

The model with 99.6% accuracy of detecting fake news using different Machine Learning algorithms and feature extractors and parameters tuning using RandomizedSearchCV

The script for motion detection using webcam capture, when motion is detected, the motion area is squared and alarm shows on the screen

The model for predicting the garment workers' productivity. The results showed that target productivity for workers made determined manually was overestimated. The model might help to determine better target productivity.

Drowsiness Detection API based on Flask Backend Framework that uses trained YOLOv5 model to annotate uploaded video and detect yawning and closed eyes to alert the driver

Django API that classifies sentences (twits) as about the disaster or not by using RNN with Tensorflow TextVectorization and Glove word embedding that allowed model to reach 82% accuracy on test set

The script for detecting the faces using webcam capture and placing the Iron Man Helmet on the faces.