Faster CNN for identiying help no help situations

In Deep Learning, a Convolutional Neural Network(CNN) is a class of deep neural networks, most commonly applied to analyzing visual imagery.
We've trained our dataset by using many architectures of pre-trained models like VGG16, ResNet18/34/50, etc, and with the custom, model to receive the 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.

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