Irtza / Keras_model_compression
Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"
☆61Updated 5 years ago
Alternatives and similar repositories for Keras_model_compression:
Users that are interested in Keras_model_compression are comparing it to the libraries listed below
- TensorFlow ImageNet - Training and SOTA checkpoints☆52Updated 6 years ago
- TensorFlow implementation of PNASNet-5 on ImageNet☆101Updated 6 years ago
- Model Compression CLI Tool for Keras.☆156Updated 5 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆76Updated 7 years ago
- Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee☆59Updated 6 years ago
- Batch Renormalization algorithm implementation in Keras☆98Updated 6 years ago
- SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)☆67Updated 6 years ago
- Model Pruning and Quantization using Tensorflow☆30Updated 5 years ago
- Reviewing recent advances in classification on CIFAR 10 and 100 datasets☆37Updated 6 years ago
- Wide Residual Networks implemented in TensorLayer and TensorFlow.☆44Updated 8 years ago
- A machine learning experiment☆180Updated 7 years ago
- SqueezeNet Keras demo☆58Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 3 years ago
- Keras implementation of Efficient Neural Architecture Search☆91Updated 6 years ago
- Keras Implementation of SparseNets☆23Updated 7 years ago
- Implementation of Progressive Neural Architecture Search in Keras and Tensorflow☆118Updated 6 years ago
- ☆57Updated 6 years ago
- Simple pruning example using Caffe☆33Updated 7 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Updated 7 years ago
- Blog https://medium.com/neuralmachine/knowledge-distillation-dc241d7c2322☆60Updated 6 years ago
- Code for https://arxiv.org/abs/1810.04622☆140Updated 5 years ago
- Network acceleration methods☆178Updated 3 years ago
- Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)☆26Updated 6 years ago
- The ONNX Model Zoo is a collection of pre-trained models for state of the art models in deep learning, available in the ONNX format☆37Updated 6 years ago
- Tensorflow implementation of SqueezeNet.☆129Updated 6 years ago
- A general, modular, and programmable architecture search framework☆122Updated last year
- Switch Normalization implementation for Keras 2+☆30Updated 6 years ago
- Extending Keras to support tfrecord dataset☆61Updated 8 years ago
- Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906☆49Updated 5 years ago
- Deep residual learning on CIFAR10 with TensorFlow☆63Updated 8 years ago