deep-networks

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"

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

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

Generate Cartoon Images using Generative Adversarial Network

Visualizer for PyTorch image models

Latest Data Science Materials

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

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

links of my implementation

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.

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

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