few-shot-learning / Keras-FewShotLearning
Some State-of-the-Art few shot learning algorithms in tensorflow 2
☆213Updated last year
Alternatives and similar repositories for Keras-FewShotLearning:
Users that are interested in Keras-FewShotLearning are comparing it to the libraries listed below
- Few Shot Learning by Siamese Networks, using Keras.☆191Updated 4 years ago
- Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)☆109Updated 3 weeks ago
- Meta learning framework with Tensorflow 2.0☆119Updated 2 years ago
- Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset☆137Updated 4 years ago
- Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers☆167Updated 3 years ago
- (Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.☆90Updated 3 years ago
- An implementation of "Prototypical Networks for Few-shot Learning" on a notebook in Pytorch☆56Updated 4 years ago
- Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.☆132Updated 4 years ago
- A novel method for few shot learning☆50Updated 5 years ago
- Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0☆51Updated last year
- Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.☆97Updated 3 years ago
- Creates a learning-curve plot for Jupyter/Colab notebooks that is updated in real-time.☆175Updated 2 years ago
- Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !☆101Updated 3 years ago
- One Shot learning, Siamese networks and Triplet Loss with Keras☆81Updated 4 years ago
- Code for Master research internship report : https://arxiv.org/abs/1909.13579☆104Updated 2 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 5 years ago
- Metrics for model evaluation in pytorch☆110Updated 3 years ago
- Discover augmentation strategies tailored for your dataset☆248Updated 4 years ago
- Keras implementation of Attention Augmented Convolutional Neural Networks☆121Updated 4 years ago
- Keras Implementation of EfficientNets☆187Updated 4 years ago
- DeepStack: Ensembling Keras Deep Learning Models into the next Performance Level☆38Updated 2 years ago
- ☆49Updated 5 years ago
- TensorFlow implementation of focal loss☆186Updated 3 years ago
- A simpler version of the self-attention layer from SAGAN, and some image classification results.☆212Updated 5 years ago
- Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.☆255Updated 4 years ago
- This repository is for coding exercises listed in Book Hands on One Shot Learning.☆109Updated last year
- Implementation of Rectified Adam in Keras☆69Updated 5 years ago
- Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch☆246Updated 2 years ago
- One-Shot Learning with Triplet CNNs in Pytorch☆92Updated 4 years ago
- TF2.0 port for Augmix paper☆79Updated 4 years ago