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Arunima Borah's Projects

computer-vision-group-project icon computer-vision-group-project

To develop a prototype device for visually-impaired individuals so they can navigate their route through a known or unknown environment by providing data and cues of common objects or of a known person, that surrounds such individual in their day-to-day life, by making a stand-alone device requiring minimum and transportable equipment.

neural-networks icon neural-networks

Evaluating, Testing and Predicting different types of Neural Networks

tableau_eda_samplesuperstore icon tableau_eda_samplesuperstore

In this video you'll see EDA done again on SampleSuperstore.csv dataset using Tableau. Tableau is an interactive data viz software that aims to help people see and understand data. Using this software, seven visualization charts (Worksheets) have been build along with one Dashboard and one Story.

visionify_ai icon visionify_ai

use a simple object detection model (with your choice of PyTorch or Tensorflow). Implement object tracking for the objects detected from frame-to-frame. Use your choice of algorithm for object tracking (I am okay with a simple centroid based object tracking). If two people are in the frame, then count them as two different people (Person#1 and Person#2). A person going out of frame and coming back can be counted as a new object. Show a box on the object detected, and print person number on each detection.

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