quantization topic
onnx2tflite
Tool for onnx->keras or onnx->tflite. If tool is useful for you, please star it.
bert-squeeze
🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
sota-backbones
A collection of SOTA Image Classification Models in PyTorch
image-classification-caltech-256
Exploring CNNs and model quantization on Caltech-256 dataset
colorquant
Go library for color quantization and dithering
trained-ternary-quantization
Reducing the size of convolutional neural networks
QNN
Tutorials on Quantized Neural Network using Tensorflow Lite
discrete-key-value-bottleneck-pytorch
Implementation of Discrete Key / Value Bottleneck, in Pytorch
pytorch_quantization
A pytorch implementation of dorefa quantization
cvpr17-dvsq
The implementation of CVPR-17 paper "Deep Visual-Semantic Quantization of Efficient Image Retrieval"