hzq-zjm Goto Github PK

arcface

虹软的人脸识别V1.2、人证对比、活体检测封装

chinese-idcard-text-renderer

用于生成chinese ocr身份证文本图片

chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , dbnet(1.7M) + crnn(6.3M) + anglenet(1.5M) 总模型仅10M

cplusplusthings

C++那些事

datamining

learn in datamining

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

face-detector-1mb-with-landmark

1M人脸检测模型(含关键点)

face_landmark

A simple method for face alignment based on wingloss and mutitask learning :)

facedetect-facelandmark

基于ncnn的手机端轻量级人脸检测和关键点定位模型

facesample

facesample

gpu_hard_decode_rtsp

ffmpeg+cuvid硬解码rtsp

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

human-segmentation-pytorch

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

lihang-code

《统计学习方法》的代码实现

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

modnet_portrait_matting

modnet notes

ncnn_example

ncnn example: mask detection: anticonv face detection: retinaface&&mtcnn&&centerface, track: iou tracking, landmark: zqcnn, recognize: mobilefacenet classifier: mobilenet object detecter: mobilenetssd

onnx-simplifier

Simplify your onnx model

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch-mobilenet-v3

MobileNetV3 in pytorch and ImageNet pretrained models

robotvision2

移动端实时疲劳驾驶检测

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition APIs

text-detection-ocr

Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow，使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别

try_on_channel_pruning

try_on_knowledge_distillation

A simple try on knowledge distillation.

ultra-light-fast-generic-face-detector-1mb

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

zqcnn

一款比mini-caffe更快的Forward库，觉得好用请点星啊，400星公布快速人脸检测模型，500星公布106点landmark，600星公布人头检测模型，700星公布人脸检测套餐（六种pnet,两种rnet随意混合使用满足各种速度/精度要求），800星公布更准的106点模型