A curated list of awesome Deep Learning tutorials, projects and communities.
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Updated
Jul 22, 2020
A curated list of awesome Deep Learning tutorials, projects and communities.
Fast and Easy Infinite Neural Networks in Python
BetaGo: AlphaGo for the masses, live on GitHub.
Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"
Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2020)
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
A Deep Journey into Super-resolution: A Survey, ACM Computing Surveys
Image classification of wildflowers using deep residual learning and convolutional neural nets
Latest Data Science Materials
Grad-CAM in TensorFlow, presented in Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.
links of my implementation
Tutorial de Deep Learning (Deep Learning Course) - Minicurso
deep learning specialization course in Coursera, contains nn, CNN, RNN topics.
A simple Python 2 code for duplicate image detection, using deep CNNs as backbone.
CNN Visualizations in Flux
This repository contains the code necesssary to implement the paper Effect of injected noise in deep neural networks
Improved version of the AlphaNPI model (https://arxiv.org/abs/1905.12941)
Implementation of the paper 'Gyroscope-Aided Motion Deblurring with Deep Networks' https://arxiv.org/abs/1810.00986
Diving Deeper into Underwater Image Enhancement: A Survey
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