Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 16 Caffe Quantization Open Source Projects

Open source projects categorized as Caffe Quantization
Categories > Machine Learning > Quantization
Pinto_model_zoo ⭐ 3,121
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
most recent commit 3 months ago
Ppq ⭐ 957
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
most recent commit 10 months ago
Caffe Int8 Convert Tools ⭐ 455
Generate a quantization parameter file for ncnn framework int8 inference
most recent commit 4 years ago
Brocolli ⭐ 303
Everything in Torch Fx
total releases 5most recent commit 7 months ago
Deepcompression Caffe ⭐ 228
Caffe for Deep Compression
most recent commit 6 years ago
Nnef Tools ⭐ 216
The NNEF Tools repository contains tools to generate and consume NNEF documents
most recent commit 3 months ago
Incremental Network Quantization ⭐ 183
Caffe Implementation for Incremental network quantization
most recent commit 6 years ago
Jacinto Ai Devkit ⭐ 74
Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
most recent commit 3 years ago
Stochastic Quantization ⭐ 67
Training Low-bits DNNs with Stochastic Quantization
most recent commit 7 years ago
Sai ⭐ 28
SDK for TEE AI Stick (includes model training script, inference library, examples)
most recent commit 5 years ago
Cnn Compression Performance ⭐ 24
A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks
most recent commit 4 years ago
Caffe Quantization ⭐ 21
Added quantization layer into caffe (support a coarse level fixed point simulation)
most recent commit 7 years ago
Wlq ⭐ 20
caffe implementation of single level quantization
most recent commit 5 years ago
Neural Network Model Compressing ⭐ 15
Caffe implementation of Dynamic Network Surgery and Incremental Network Quantization
most recent commit 6 years ago
Optimal Ternary Weights Approximation ⭐ 13
Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).
most recent commit 6 years ago
Caffe Int8 To Ncnn ⭐ 5
The purpose of this tool(caffe-int8-to-ncnn.py) is to save the caffemodel as an int8 ncnn model and deploy it to ncnn.
most recent commit 4 years ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.