905 Open source projects that are alternatives of or similar to Lq Nets

Collections of model quantization algorithms

An Open Source Deep Learning Inference Engine Based on FPGA

All about acceleration and compression of Deep Neural Networks

코딩셰프의 3분 딥러닝, 케라스맛

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

Optimized (for size and speed) Caffe lib for iOS and Android with out-of-the-box demo APP.

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

SDK for TEE AI Stick (includes model training script, inference library, examples)

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original Caffe architecture which users deploy their applications seamlessly.

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

End to End Dialect Identification using Convolutional Neural Network

Pruning and quantization for SSD. Model compression.

NN based lossless compression

RMDL: Random Multimodel Deep Learning for Classification

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

CNN CBIR benchmark (ongoing)

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

A specially designed light version of Fast AutoAugment

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Swift libcompression wrapper as an extension for the Data type (GZIP, ZLIB, LZFSE, LZMA, LZ4, deflate, RFC-1950, RFC-1951, RFC-1952)

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Radically unbloated DEFLATE/zlib/gzip compression/decompression library. Can decompress any gzip/zlib data, and offers simplified compressor which produces gzip-compatible output, while requiring much less resources (and providing less compression ratio of course).

CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

A High-Quality Real Time Upscaler for Anime Video

Optimized Go Compression Packages

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)

FPGA Accelerator for CNN using Vivado HLS

Small & portable byte-aligned LZ77 compression

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

👋 👌 research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

A pair of kernel modules which provide pools of deduplicated and/or compressed block storage.

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Swift framework for zipping and unzipping files.

A python program to detect and classify hand pose using deep learning techniques

Awesome machine learning model compression research papers, tools, and learning material.

Fast integer compression in C using the StreamVByte codec

php wrapper for opencv

A simple, flexible, and extensible template for PyTorch. It's beautiful.

The CIDLib general purpose C++ development environment

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

Essential Image Optimization - an eBook

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Person re-ID baseline with triplet loss

Pytorch implementation of our CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

Predicting depression from acoustic features of speech using a Convolutional Neural Network.

Sentence Classifications with Neural Networks

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Radar target classification, detection and recognition using deeplearning methods on MSTAR dataset

Hide secrets with invisible characters in plain text securely using passwords 🧙🏻‍♂️⭐

小帅一点资讯微信小程序图像识别源码，微信小程序百度AI接口源码，微信小程序图片上传显示缩放缩略图,人工智能，图像识别，人脸颜值分析，植物、动物、车型、LOGO、食材、手写文字识别等

A simple archiving and compression library for Java