Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for convolutional neural networks quantization
convolutional-neural-networks
x
quantization
x
7 search results found
Micronet
⭐
2,177
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/in
Lq Nets
⭐
230
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
Cnn Quantization
⭐
126
Quantization of Convolutional Neural networks.
Model Quantization
⭐
116
Collections of model quantization algorithms
Trained Ternary Quantization
⭐
87
Reducing the size of convolutional neural networks
Permute Quantize Finetune
⭐
79
Using ideas from product quantization for state-of-the-art neural network compression.
Tf2
⭐
74
An Open Source Deep Learning Inference Engine Based on FPGA
Jacinto Ai Devkit
⭐
74
Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
Sota Backbones
⭐
64
A collection of SOTA Image Classification Models in PyTorch
Fpga Zynqnet
⭐
56
FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS
Image Classification Caltech 256
⭐
50
Exploring CNNs and model quantization on Caltech-256 dataset
Dnn Accelerator
⭐
45
A DNN Accelerator implemented with RTL.
Mobilenet_v1_stm32_cmsis_nn
⭐
40
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Iclassifier
⭐
40
reference pytorch code for intent classification
Sai
⭐
28
SDK for TEE AI Stick (includes model training script, inference library, examples)
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
Pytorch_cnn_trainer
⭐
23
A simple but powerful CNN trainer for PyTorch
Compress Net Notes
⭐
20
Static_bfp_cnn
⭐
20
Static Block Floating Point Quantization for CNN
Jnqd
⭐
14
Learning-based Just-noticeable-quantization-distortion Model for perceptual video coding
Papers I Read
⭐
12
Summaries and notes on recent Deep Learning literature
Quantized_resnet
⭐
11
This repo is an implementation of quantized CNN for both weights (1-bit compression) and feature maps (2-bit compression).
Paper Collection Of Efficient Ml
⭐
9
paper collection
Pocket Cnn
⭐
9
CNN-to-FPGA-framework for small CNN, written in VHDL and Python
Hsi Toolbox
⭐
6
Hyperspectral CNN compression and band selection
Myconvnet
⭐
6
Deep learning using TensorFlow low-level APIs
Related Searches
Python Convolutional Neural Networks (6,991)
Deep Learning Convolutional Neural Networks (1,758)
Pytorch Convolutional Neural Networks (1,572)
Network Convolutional Neural Networks (1,323)
Jupyter Notebook Convolutional Neural Networks (1,094)
Convolutional Neural Networks Computer Vision (912)
Tensorflow Convolutional Neural Networks (880)
Machine Learning Convolutional Neural Networks (799)
Python Quantization (352)
1-7 of 7 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.