SeanSdahl / RangerOptimizerTensorflow
This repository provides a class which can be used for the optimization of a tf.keras model. It combines the two optimizers Lookahead and RAdam to form the optimizer Ranger. According to published papers and competition results this optimizer is relatively good at training models quickly.
☆14Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for RangerOptimizerTensorflow
- Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras☆63Updated 5 years ago
- Test Time image Augmentation (TTA) wrapper for Keras model.☆110Updated 2 years ago
- Keras implementation of Residual Attention Network☆111Updated 6 years ago
- Keras Implementation of Unet with EfficientNet as encoder☆47Updated 2 years ago
- tensorflow 2.x version of ResNeSt,RegNet,DETR☆129Updated 3 years ago
- Keras callback function for stochastic weight averaging☆55Updated 2 years ago
- PSPNet 的 tensorflow+keras实现☆13Updated 6 years ago
- RefineNet: a Keras implementation☆32Updated 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
- First place solution for Open Cities DrivenData challenge☆48Updated 4 years ago
- deeplabv3plus (Google's new algorithm for semantic segmentation) in keras:Encoder-Decoder with Atrous Separable Convolution for Semantic …☆64Updated 6 years ago
- 11th place solution for APTOS 2019 Blindness Detection on Kaggle (https://www.kaggle.com/c/aptos2019-blindness-detection).☆44Updated 4 years ago
- Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆95Updated 4 years ago
- EfficientNet-GradCam Visualization☆80Updated 5 years ago
- Deep Learning for Automatic Pneumonia Detection, RSNA challenge☆105Updated 4 years ago
- Paper Reproduction: "DropBlock: A regularization method for convolutional networks"☆11Updated 4 years ago
- Can you detect and classify defects in steel? Segmentation in Pytorch☆57Updated 4 years ago
- 43th place (top2%) Solution for Kaggle APTOS 2019 Blindness Detection☆49Updated 5 years ago
- TensorFlow implementation of "ResNeSt: Split-Attention Networks"☆67Updated 3 years ago
- Keras implementation of Octave Convolutions☆53Updated 5 years ago
- EfficientNets in 3D variant for keras and TF.keras☆53Updated 2 years ago
- Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.☆124Updated 3 years ago
- How to do mixup training from image files in Keras☆20Updated 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
- Keras Implementation of MixNets: Mixed Depthwise Convolutions☆39Updated 4 years ago
- PSPNet for Semantic Segmentation with tensorflow and keras☆55Updated 4 years ago
- ☆42Updated 3 years ago
- An awesome semantic segmentation model that runs in real time☆175Updated 4 years ago
- ☆25Updated 5 years ago
- Focal Loss implementation in Keras☆328Updated 3 years ago
- semantic segmentation with focal loss☆47Updated 6 years ago