beresandras / contrastive-classification-keras
Implementation of self-supervised image-level contrastive pretraining methods using Keras.
☆69Updated 3 years ago
Alternatives and similar repositories for contrastive-classification-keras:
Users that are interested in contrastive-classification-keras are comparing it to the libraries listed below
- (Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.☆90Updated 3 years ago
- Keras implementation of Normalizer-Free Networks and SGD - Adaptive Gradient Clipping☆69Updated 3 years ago
- Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)☆109Updated 3 weeks ago
- Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆95Updated 4 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆85Updated 2 years ago
- TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.☆287Updated 3 months ago
- Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.☆54Updated 2 years ago
- Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.☆132Updated 4 years ago
- ☆31Updated 3 years ago
- Keras implementation of Cosine Annealing Scheduler☆44Updated 4 years ago
- TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)☆15Updated 3 years ago
- An education step by step implementation of SimCLR that accompanies the blogpost☆32Updated 2 years ago
- Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.☆97Updated 3 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆45Updated 3 years ago
- Implementation of Deep Orthogonal Fusion of Local and Global Features in TensorFlow 2☆25Updated last year
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 2 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆60Updated 3 years ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆128Updated 3 years ago
- Implementation of Online Label Smoothing in PyTorch☆95Updated 2 years ago
- An unofficial implementation of BYOL for self-supervised representation learning on CIFAR-10 (TensorFlow 2)☆24Updated 4 years ago
- ☆86Updated 3 years ago
- DETR - Faster RCNN implementation in tensorflow 2☆54Updated 2 years ago
- Metrics for model evaluation in pytorch☆110Updated 3 years ago
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".…☆30Updated 3 years ago
- Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.☆34Updated 4 years ago
- Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.☆42Updated 2 years ago
- Vision Transformer using TensorFlow 2.0☆96Updated 4 years ago
- TF 2.x implementation of MoCo v1 (Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020) and MoCo v2 (Improved Bas…☆27Updated 3 years ago
- TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆27Updated 4 years ago
- self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.☆79Updated 3 years ago