ericardomuten / quantum_image_classifier
A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and Data Re-uploading Classifier Scheme.
☆31Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for quantum_image_classifier
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆71Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- ☆75Updated 2 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆56Updated 3 years ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆27Updated 3 weeks ago
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆10Updated 3 years ago
- DRA-chaos / Quantum-Classical-Hyrid-Neural-Network-for-binary-image-classification-using-PyTorch-Qiskit-pipelineQuantum Hybrid Neural Network model for image classification☆16Updated last year
- Quantum Convolutional Neural Network to classify esophagus cancer☆20Updated last year
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆11Updated 3 years ago
- quantum convolutional neural network - simulations☆96Updated 5 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- ☆16Updated 2 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆33Updated 3 years ago
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆46Updated 2 years ago
- Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models…☆20Updated 3 years ago
- Toolkit for training quantum kernels in machine learning applications☆40Updated 7 months ago
- QC Study Group Github Repository☆14Updated 3 years ago
- ☆22Updated 4 years ago
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- This is the workbook I created while I was studying for the Qiskit Associate Developer exam. I hope this becomes useful to others as it w…☆78Updated 3 years ago
- The power of quantum neural networks☆48Updated 2 years ago
- Learn Quantum Machine Learning☆58Updated 2 months ago
- ☆16Updated 3 years ago