Project title
A Faster CNN for Identifying the Help/Non-Help Situations
Submitted to:
- Mr. Tejalal Choudary
Submitted By:
- Palaparthi Deepthi
- Sanmith Kurian
- Deepika Rao
- Kartik Bhimawad
- 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
