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
Latest Data Science Materials
Visualizer for PyTorch image models
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
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.
A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars
A simple Python 3 code for duplicate image detection, using deep CNNs as backbone.
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