Project title

A Faster CNN for Identifying the Help/Non-Help Situations

Submitted to:

  • Mr. Tejalal Choudary

Submitted By:

  1. Palaparthi Deepthi
  2. Sanmith Kurian
  3. Deepika Rao
  4. Kartik Bhimawad
  5. Bhavish Kukreja

Project Description

In Deep Learning, a Convolutional Neural Network(CNN) is a class of deep neural network, most commonly applied to analyzing visual imagery. We've trained our dataset by using many architectures of pretrained models like VGG16,ResNet18/34/50 etc, and with the custom model to receive best accuracy and then we've pruned our model with L1 norm pruning &deployed it using an Android app.   This model can then be used in drones for detecting disaster affected regions.

Project Poster

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