Pinned Repositories
A-Simple-Chinese-License-Plate-Generator-and-Recognition-Framework
A simple code for creating licence plate images and train e2e network
AgileLightning
A deep learning framework for a more agile development process
AI-System
System for AI Education Resource.
AISystem
AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
ARM_NEON_2_x86_SSE
The platform independent header allowing to compile any C/C++ code containing ARM NEON intrinsic functions for x86 target systems using SIMD up to SSE4 intrinsic functions
ATSS
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
Awesome-model-compression-and-acceleration
mzpmzk's Repositories
mzpmzk/ARM_NEON_2_x86_SSE
The platform independent header allowing to compile any C/C++ code containing ARM NEON intrinsic functions for x86 target systems using SIMD up to SSE4 intrinsic functions
mzpmzk/Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
mzpmzk/awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
mzpmzk/Awesome-Pruning
A curated list of neural network pruning resources.
mzpmzk/CCPD
[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition
mzpmzk/CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019/cvpr2018/cvpr2017 papers,极市团队整理
mzpmzk/darknet
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
mzpmzk/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
mzpmzk/EasyQuant
EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.
mzpmzk/eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
mzpmzk/FairMOT
A simple baseline for one-shot multi-object tracking
mzpmzk/FairMOTVehicle
A fork of FairMOT used to do vehicle MOT.用于跟踪车辆的多目标跟踪, 自定义数据进行单类别多目标实时跟踪
mzpmzk/HCGNet
Official implementations of HCGNets:Gated Convolutional Networks with Hybrid Connectivity for Image Classification (AAAI-2020)
mzpmzk/MCMOT
Real time one-stage multi-class & multi-object tracking based on anchor-free detection and re-id
mzpmzk/model-compression
model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for quantization)
mzpmzk/model-compression-and-acceleration-progress
Repository to track the progress in model compression and acceleration
mzpmzk/models-1
Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证的深度学习模型)
mzpmzk/NNIE-lite
⚡️ Using NNIE as simple as using ncnn ⚡️
mzpmzk/nnieqat-pytorch
A nnie quantization aware training tool on pytorch.
mzpmzk/Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
mzpmzk/Paddle-Lite
Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎)
mzpmzk/PaddleDetection
Object detection and instance segmentation toolkit based on PaddlePaddle.
mzpmzk/PaddleOCR
OCR toolkit based on PaddlePaddle (基于飞桨的OCR工具库,包含总模型仅8.6M的超轻量级中文OCR,同时支持多种文本检测、文本识别的训练算法、服务部署和端侧部署)
mzpmzk/ProxyOpt
Unofficial implement of denoising SIDD dataset reference the article Hyperparameter Optimization in Black-box Image Processing using Differentiable Proxies
mzpmzk/PyTorch-Deep-Learning-Template
A Pytorch Computer Vision template to quick start your next project! 🚀🚀
mzpmzk/pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
mzpmzk/SDC-NNIE-tutorial
华为海思hi系列芯片使用的NNIE推理框架教程
mzpmzk/YOLObile
This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
mzpmzk/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
mzpmzk/yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏