Pinned Repositories
Accelerating-CNN-with-FPGA
This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.
ACT
Source code for the paper 'Audio Captioning Transformer'
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-quantization-and-fixed-point-training
Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
bert
使用BERT做文本相似度
brevitas
Brevitas: quantization-aware training in PyTorch
c-cpp_MobileNetV2_inference
MobileNetV2 inference C++ implement
C-ML-KWS-for-MCU
SALSA
This is the public repository for eigenvector-based SALSA features for polyphonic sound event localization and detection.
haojunyong's Repositories
haojunyong/nnom
A higher-level Neural Network library for microcontrollers.
haojunyong/c-cpp_MobileNetV2_inference
MobileNetV2 inference C++ implement
haojunyong/KdConv
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
haojunyong/micronet
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
haojunyong/pytorch-quantization-demo
A simple network quantization demo using pytorch from scratch.
haojunyong/LibtorchDetection
C++ trainable detection library based on libtorch (or pytorch c++). Yolov4 tiny provided now.
haojunyong/NU-Wave-pytorch
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling
haojunyong/nlp-competitions-list-review
复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!
haojunyong/TinyML-Benchmark-NNs-on-MCUs
Repo of the demo paper: TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers
haojunyong/cpjku_dcase20
CP-JKU submission to DCASE 20
haojunyong/pytorch_classification
利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
haojunyong/OpenHarmony
华为鸿蒙分布式操作系统(Huawei OpenHarmony)开发技术交流,鸿蒙技术资料,手册,指南,共建国产操作系统万物互联新生态。
haojunyong/pytorch-compression-for-mcu
Deep Compression for PyTorch Model Deployment on Microcontrollers
haojunyong/pytorch_misc
Code snippets created for the PyTorch discussion board
haojunyong/pytorch_toys
Personal Pytorch toy script.
haojunyong/torch2cmsis
Framework for automatically porting PyTorch neural networks to CMSIS-NN.
haojunyong/awesome-quantization-and-fixed-point-training
Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
haojunyong/PyTorch-CPP
PyTorch C++ inference with LibTorch
haojunyong/DeepLearningDeployment
Examples and tools for deep learning deployment
haojunyong/network-slimming
Network Slimming (Pytorch) (ICCV 2017)
haojunyong/libtorch-yolov3
A Libtorch implementation of the YOLO v3 object detection algorithm
haojunyong/yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏
haojunyong/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
haojunyong/C-ML-KWS-for-MCU
haojunyong/DCASE_task4
DCASE2019_task4 DA-CRNN
haojunyong/dcase20_task4
Baseline of DCASE 2020 task 4
haojunyong/MobileNet-v2-pruning
Try out different pruning-approaches on lightweight Backbones.
haojunyong/PunyNet
MicroNet: Large-Scale Model Compression Competition
haojunyong/bert
使用BERT做文本相似度
haojunyong/DSQ
pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"