Interpretable Image Classification
Interpretability methods applied on image classifiers trained on MNIST and CIFAR10
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Random Erasing | 697 | 6 months ago | 11 | apache-2.0 | Python | |||||
| Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST | ||||||||||
| Cnn Svm | 151 | 4 years ago | 3 | apache-2.0 | Python | |||||
| An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification | ||||||||||
| Visualizingndf | 61 | 2 years ago | mit | Python | ||||||
| Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI | ||||||||||
| Multidigitmnist | 54 | 3 years ago | mit | Python | ||||||
| Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning | ||||||||||
| Deep Residual Networks Pyfunt | 45 | 7 years ago | mit | Python | ||||||
| Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges). | ||||||||||
| Mnist | 27 | a year ago | 5 | January 01, 2021 | 2 | mit | PHP | |||
| Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits. | ||||||||||
| Cnn From Scratch | 27 | 2 years ago | 1 | gpl-3.0 | Python | |||||
| Convolutional Neural Network implemented from Scratch for MNIST and CIFAR-10 datasets. | ||||||||||
| Al Fk Self Supervision | 25 | 3 years ago | Python | |||||||
| Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision" | ||||||||||
| Fashion | 22 | 7 years ago | R | |||||||
| The Fashion-MNIST dataset and machine learning models. | ||||||||||
| Zalando Fashion Mnist | 19 | 4 years ago | Jupyter Notebook | |||||||
| Evaluation of fashion-MNIST with a simple cnn | ||||||||||
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Jupyter Notebook
Deep Learning
Machine Learning
Neural Network
Convolutional Neural Networks
Classification
Mnist
Image Classification
Mnist Classification