shibuiwilliam / ActiveSemiSupervisedDeepLearning
Comparing active learning, semi-supervised learning and combination of them on deep learning.
☆14Updated 7 years ago
Alternatives and similar repositories for ActiveSemiSupervisedDeepLearning:
Users that are interested in ActiveSemiSupervisedDeepLearning are comparing it to the libraries listed below
- Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras☆37Updated 6 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 4 years ago
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Updated 6 years ago
- Unofficial implementation of "Max-margin Class Imbalanced Learning with Gaussian Affinity"☆73Updated 3 years ago
- Using Fast-AutoAugment and Population Based Augmentation to train deep neural networks on CIFAR-100 (w/ Pytorch)..☆9Updated 5 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Updated 5 years ago
- It contains the Attention-56 and Attention-96 models built from scratch in keras. Residual Attention Networks are described in the paper …☆38Updated 6 years ago
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35Updated 6 years ago
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 3 years ago
- (WACV 2020) Tensorflow implementation of Boosting Standard Classification Architectures Through a Ranking Regularizer☆22Updated 3 years ago
- Active Learning for Multiclass Image Classification on Fruits360 Dataset☆24Updated 4 years ago
- This repo contains code for SimCLR : A Simple Framework for Contrastive Learning of Visual Representations☆18Updated 4 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆90Updated 3 years ago
- Multi-task learning for image classification implemented in PyTorch.☆98Updated 6 years ago
- EfficientNet-GradCam Visualization☆80Updated 5 years ago
- keras-efficientnet: A Keras implementation of EfficientNet☆15Updated 5 years ago
- Few-Shot Learning with Global Class Representations☆74Updated 2 years ago
- A simple and effective method for single-class classification of images☆160Updated 3 years ago
- Keras implementation of AutoAugment.☆30Updated 6 years ago
- Keras implementation of Residual Attention Network☆109Updated 7 years ago
- tensorflow 2.x version of ResNeSt,RegNet,DETR☆129Updated 3 years ago
- an implementation of mixup☆41Updated 4 years ago
- A Baseline for Multi-Label Image Classification Using Ensemble Deep CNN☆86Updated 4 years ago
- CS_IOC5008 Visual Recognition using Deep Learning: Image Classification for grey natural scene images with <4000 annotated data☆40Updated 5 years ago
- The re-implementation of Smooth Grad-CAM++ with pytorch☆65Updated 5 years ago
- PyTorch implementation of RICAP (Random Image Cropping And Patching)☆39Updated 6 years ago
- A pytorch implementation of Fine-Grained Classification via Hierarchical Bilinear Pooling with Aggregated Slack Mask (HBPASM).☆14Updated 5 years ago
- Keras Label Smoothing for Supervised Learning☆11Updated 4 years ago
- ☆52Updated 5 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆153Updated 4 years ago