54 Open Source Deep Learning Algorithms Software Projects
Free and open source deep learning algorithms code projects including engines, APIs, generators, and tools.
Richzhang Colorization 2420 ⭐
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
Interactive Deep Colorization 2257 ⭐
Deep learning software for colorizing black and white images with a few clicks.
Image Text Localization Recognition 732 ⭐
A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約
Hands On Reinforcement Learning With Python 599 ⭐
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Pytorch Tutorials Examples And Books 307 ⭐
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
Predictive Maintenance Using Lstm 307 ⭐
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Fire Detection Cnn 292 ⭐
real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
Mishalaskin Curl 268 ⭐
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Ladder 240 ⭐
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.
Awesome Deep Learning And Machine Learning Questions 187 ⭐
Numpydl 162 ⭐
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
Seal Ci 162 ⭐
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Sparse Evolutionary Artificial Neural Networks 161 ⭐
Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Livianet 138 ⭐
This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
Hyperdensenet 117 ⭐
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Petridishnn 107 ⭐
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
Hord 100 ⭐
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
360sd Net 77 ⭐
Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"
Sahith02 Machine Learning Algorithms 68 ⭐
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Arnaldog12 Deep Learning 59 ⭐
Study and implementation about deep learning models, architectures, applications and frameworks
Learned_indices 55 ⭐
A C++11 implementation of the B-Tree part of "The Case for Learned Index Structures"
Prakritidev Deeplearning 50 ⭐
This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes
Hands On Deep Learning Algorithms With Python 45 ⭐
Hands-On Deep Learning Algorithms with Python, By Packt
Sia Cog 37 ⭐
Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.
Super Resolution Srdpns Tensorflow 26 ⭐
My implementaion of super-resolution based on dual-path networks. It can be used directly to reconstruct your low-resolution image to high-resolution. Also, you can use your dataset to train your networks
Minimalistic Multiple Layer Neural Network From Scratch In Python 21 ⭐
Minimalistic Multiple Layer Neural Network from Scratch in Python.
Shinnosuke 20 ⭐
A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.
Course Notes Deep Learning By Andrew Ng On Coursera 18 ⭐
Hand Written course notes of Deep Learning Specialization by Andrew NG on Coursera
Deep Blueberry 13 ⭐
If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Hoi Rt 14 ⭐
This is the repo for an open project named detecting human object interactions in real-time
Deep Learning Algorithms Implementation 15 ⭐
Implementations of (Deep Learning + Machine Learning) Algorithms
Cadm 16 ⭐
CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning
Sdpoint 13 ⭐
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks
Nirmalsilwal Deep Learning 19 ⭐
It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨💻💥 🚩🌈
Nlp 11 ⭐
This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.
Deep.learning.diabetic.retinopathy 10 ⭐
Simplified version implementation of "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs"