HRITIK KUMAR SINGH

Speech to text model

31

Currently, we are using google speech recognition model to convert the speech into text but instead, if you are good at NLP you can work on a better speech to...

Make a flask py

10

Create a Flask py to connect the front-end with the model to respond to the analysis output. Workflow: Take video from Front-end->Pass video to Flask-> Call the 3 analysis models->...

Reduce dependencies

12

We are currently using a lot of Python Machine Learning modules like Tensorflow, Pytorch, etc. which requires a lot of installation time and internet. We need to reduce the dependencies...

Create a WebUI

11

Create a Front-end to take user videos as input and pass that video to the back-end connected with flask. Requires knowledge of - Flask - HTML - CSS - JS

Better video analysis.

15

Currently, we are taking one frame per second of the video, and then based on normal facial expression analysis we check the user expression of that frame. Then after taking...

Enhance the workflow

4

Currently, we are using 3 threads to call the pre-trained models of all the 3 different analysis. If you can suggest some better workflow for this project do implement and...

Better voice frequency analysis.

13

We need to enhance the voice frequency analysis model. Currently, we are using Neural Network with some basic layers. Requires knowledge of: - Python - Neural network - Data science...