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The Top 23 Deep Learning Capsule Network Open Source Projects

Open source projects categorized as Deep Learning Capsule Network
Categories > Machine Learning > Capsule Network
Categories > Machine Learning > Deep Learning
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit 10 months ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Awesome Capsule Networks ⭐ 973
A curated list of awesome resources related to capsule networks
most recent commit 4 years ago
Capsnet ⭐ 422
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
most recent commit 2 years ago
Hands On Deep Learning Algorithms With Python ⭐ 241
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
most recent commit 4 years ago
Capsnet Traffic Sign Classifier ⭐ 178
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
most recent commit 6 years ago
Efficient Capsnet ⭐ 152
Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".
most recent commit 2 years ago
Heinsen_routing ⭐ 125
Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.
most recent commit a year ago
Capsnet Tensorflow ⭐ 125
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
most recent commit 6 years ago
Deep Learning With Csharp And Cntk ⭐ 102
Deep Learning with C# and CNTK
most recent commit 5 years ago
Hands On Deep Learning Algorithms With Python ⭐ 90
Hands-On Deep Learning Algorithms with Python, By Packt
most recent commit a year ago
Novel Deep Learning Model For Traffic Sign Detection Using Capsule Networks ⭐ 79
capsule networks that achieves outstanding performance on the German traffic sign dataset
most recent commit 6 years ago
Capsule Pytorch ⭐ 59
A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)
most recent commit 5 years ago
Segcaps ⭐ 53
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
most recent commit 6 years ago
Kapsul Aglari Ile Isaret Dili Tanima ⭐ 33
Recognition of Sign Language using Capsule Networks
most recent commit 6 years ago
Glcapsnet ⭐ 32
Global-Local Capsule Network (GLCapsNet) is a capsule-based architecture able to provide context-based eye fixation prediction for several autonomous driving scenarios, while offering interpretability both globally and locally.
most recent commit 3 years ago
Deeprtplus ⭐ 30
Deep (Transfer) Learning for Peptide Retention Time Prediction
most recent commit 3 years ago
Transforming Autoencoders ⭐ 22
Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.
most recent commit 6 years ago
Tensormonk ⭐ 20
A collection of deep learning models (PyTorch implemtation)
most recent commit 3 years ago
Torch Scae ⭐ 19
PyTorch implementation of Stacked Capsule Auto-Encoders
most recent commit 4 years ago
Cnn On Degraded Images ⭐ 15
🔷 Effects of Degradations on Deep Neural Network Architectures.
most recent commit a year ago
Capsule Networks Medical Data Challenges ⭐ 8
"Capsule Networks against Medical Imaging Data Challenges" - LABELS@MICCAI 2018
most recent commit 4 years ago
Capsule Net Tf ⭐ 8
A tiny implementation of Capsule Network
most recent commit 6 years ago
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