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This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.
Source code for the paper 'Audio Captioning Transformer'
A curated list of neural network pruning resources.
Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
使用BERT做文本相似度
Brevitas: quantization-aware training in PyTorch
MobileNetV2 inference C++ implement
CP-JKU submission to DCASE 20
Baseline of DCASE 2020 task 4
DCASE2019_task4 DA-CRNN
Deep One-Class Classification using Intra-Class Splitting
Examples and tools for deep learning deployment
PyTorch Project Specification.
pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"
《Effective Modern C++》翻译 - 已完成
An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"
Multi-Speaker Pytorch FastSpeech2: Fast and High-Quality End-to-End Text to Speech :fist:
Python library for Room Impulse Response (RIR) simulation with GPU acceleration
An inference engine for 8-bit quantized neural network
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
A Libtorch implementation of the YOLO v3 object detection algorithm
C++ trainable detection library based on libtorch (or pytorch c++). Yolov4 tiny provided now.
Face detection, expression recognition, model compression, terminal deployment
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
A Knowledge Distillation Toolbox. The official implementation of https://arxiv.org/abs/2203.08679
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/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
Keyword spotting on Arm Cortex-M Microcontrollers
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.