matthew-mcateer / Keras_pruningLinks
A walkthrough of how to prune keras models, using both weight-pruning and unit/neuron-pruning.
☆30Updated 6 years ago
Alternatives and similar repositories for Keras_pruning
Users that are interested in Keras_pruning are comparing it to the libraries listed below
Sorting:
- Yolov3 (+tiny) pythonic pytorch implementation.☆34Updated 7 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- PyTorch Pruning Example☆50Updated 3 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆35Updated 4 years ago
- Post-training static quantization using ResNet18 architecture☆37Updated 5 years ago
- PyTorch Static Quantization Example☆39Updated 4 years ago
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆167Updated 5 years ago
- Python library to work with the Visual Wake Words Dataset.☆39Updated 5 years ago
- Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码☆84Updated 5 years ago
- Tutorials on Quantized Neural Network using Tensorflow Lite☆87Updated 6 years ago
- Implementing YOLO using ResNet as the feature extraction network☆123Updated 6 years ago
- Benchmark inference speed of CNNs with various quantization methods in Pytorch+TensorRT with Jetson Nano/Xavier☆56Updated 2 years ago
- Compress neural network with pruning and quantization using TensorFlow.☆106Updated 7 years ago
- Code for training Keras ImageNet (ILSVRC2012) image classification models from scratch☆71Updated 3 years ago
- Demonstrates knowledge distillation for image-based models in Keras.☆54Updated 4 years ago
- FLOPs and other statistics COunter for tf.keras neural networks☆30Updated 3 years ago
- PyTorch Quantization Aware Training Example☆149Updated last year
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆99Updated 6 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Updated 7 years ago
- A Keras port of Single Shot MultiBox Detector as Mobilenet as a Backbone☆61Updated 6 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Updated last year
- papers about model compression☆166Updated 2 years ago
- Convert ONNX model graph to Keras model format.☆205Updated last year
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆154Updated 2 years ago
- Keras implementation of RetinaNet for object detection and visual relationship identification☆30Updated 4 years ago
- A tensorflow2.0 implementation of the YOLOv1 paper https://arxiv.org/pdf/1506.02640☆44Updated 4 years ago
- A Conversion tool to convert YOLO v3 Darknet weights to TF Lite model (YOLO v3 PyTorch > ONNX > TensorFlow > TF Lite), and to TensorRT (Y…☆73Updated 2 years ago
- Simple python code to prune pytorch model☆22Updated 5 years ago
- Pruning and other network surgery for trained TF.Keras models.☆32Updated 6 years ago
- A pytorch implementation of dorefa quantization☆113Updated 6 years ago