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imdeepak27's Projects

fullstack-course4 icon fullstack-course4

Example code for HTML, CSS, and Javascript for Web Developers Coursera Course

major-project-2021---defenses-against-adversarial-images icon major-project-2021---defenses-against-adversarial-images

Using adversarial images, we can trick our Convolutional Neural Networks (CNNs) into making incorrect predictions. While, according to the human eye, adversarial images may look identical to their original counterparts, they contain small perturbations that cause our CNNs to make wildly incorrect predictions. There are enormous consequences to deploying undefended models into the wild. For example, imagine a deep neural network deployed to a self-driving car. Nefarious users could generate adversarial images, print them, and then apply them to the road, signs, overpasses, etc., which would result in the model thinking there were pedestrians, cars, or obstacles when there are, in fact, none! The result could be disastrous, including car accidents, injuries, and loss of life.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

minor-project-2020-21 icon minor-project-2020-21

Deep Learning based project titled - Image Captioning . The Image Captioning Generator Model uses the combination of CNNs and RNNs(specifically LSTMs).

nlp-akash icon nlp-akash

Natural Language Processing notes and implementations.

opencv icon opencv

Open Source Computer Vision Library

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