ClementWalter / Keras-FewShotLearningLinks
Some State-of-the-Art few shot learning algorithms in tensorflow 2
☆214Updated last year
Alternatives and similar repositories for Keras-FewShotLearning
Users that are interested in Keras-FewShotLearning are comparing it to the libraries listed below
Sorting:
- Meta learning framework with Tensorflow 2.0☆118Updated 2 years ago
- An implementation of "Prototypical Networks for Few-shot Learning" on a notebook in Pytorch☆57Updated 4 years ago
- A novel method for few shot learning☆52Updated 5 years ago
- Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0☆53Updated last year
- (Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.☆90Updated 4 years ago
- Creates a learning-curve plot for Jupyter/Colab notebooks that is updated in real-time.☆176Updated 3 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆192Updated 5 years ago
- Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !☆100Updated 4 years ago
- Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.☆132Updated 4 years ago
- Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers☆167Updated 3 years ago
- Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)☆111Updated 5 months ago
- One Shot learning, Siamese networks and Triplet Loss with Keras☆81Updated 4 years ago
- Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0☆40Updated 6 years ago
- Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset☆137Updated 5 years ago
- Code for Master research internship report : https://arxiv.org/abs/1909.13579☆104Updated 2 years ago
- DeepStack: Ensembling Keras Deep Learning Models into the next Performance Level☆38Updated 2 years ago
- Keras model trained using semi-hard triplet Loss (tensorflow function) on MNIST☆91Updated 6 years ago
- Implementation of Siamese Neural Networks for One-shot Image Recognition☆615Updated 6 years ago
- Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformer☆107Updated 4 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 5 years ago
- Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.☆98Updated 4 years ago
- Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.☆126Updated 5 years ago
- ☆49Updated 6 years ago
- One-shot learning for image classification using Siamese neural networks☆36Updated 6 years ago
- Keras Implementation of EfficientNets☆186Updated 5 years ago
- My course work to reimplement a paper☆15Updated 4 years ago
- This repository is for coding exercises listed in Book Hands on One Shot Learning.☆110Updated 2 years ago
- All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.☆231Updated 5 years ago
- Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch☆247Updated 3 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆559Updated 3 years ago