The curated list of deep learning resources

This repository contains the code necesssary to implement the paper Effect of injected noise in deep neural networks

The aim is to build a Deep Convolutional Network using Residual Networks (ResNet). Here we build ResNet 50 using Keras.

Implementation of Hiding Data using Deep Networks - J Zhu

PyTorch implementation of the paper 'Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks' (ICML 2017)

A simple Python 3 code for duplicate image detection, using deep CNNs as backbone.

Implementation of the paper 'Gyroscope-Aided Motion Deblurring with Deep Networks' https://arxiv.org/abs/1810.00986

CNN Visualizations in Flux

Improved version of the AlphaNPI model (https://arxiv.org/abs/1905.12941)

deep learning specialization course in Coursera, contains nn, CNN, RNN topics.

implementation of the paper: "Towards Analyzing Semantic Robustness of Deep Neural Networks" (ECCV 2020 workshop)

A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴

Diving Deeper into Underwater Image Enhancement: A Survey, accepted in Signal Processing: Image Communication.

links of my implementation

Grad-CAM in TensorFlow, presented in Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

Latest Data Science Materials

Image classification of wildflowers using deep residual learning and convolutional neural nets