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Royzon's Projects

mlofandrew-ng icon mlofandrew-ng

吴恩达机器学习课程的讲义,欢迎大家一起学习

mnn-applications icon mnn-applications

MNN applications by MNN, JNI exec, RK3399. Support tflite\tensorflow\caffe\onnx models.

mnn-lanenet icon mnn-lanenet

Lane detection model for mobile device via MNN project

mnn-yolov3 icon mnn-yolov3

MNN demo of Strongeryolo, including channel pruning, android support...

mnn_example icon mnn_example

alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet

mnn_facetrack icon mnn_facetrack

开源视频人脸跟踪算法,MNN基于mtcnn人脸检测+onet人脸跟踪,在i7-9700k的cpu检测速度可高达500fps

mobile-lpr icon mobile-lpr

Mobile-LPR 是一个面向移动端的准商业级车牌识别库,以NCNN作为推理后端,使用DNN作为算法核心,支持多种车牌检测算法,支持车牌识别和车牌颜色识别。

mobilenetv2-ssdlite icon mobilenetv2-ssdlite

My proprietary procedure. Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

mobilenetv2-yolov3 icon mobilenetv2-yolov3

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

model-compression icon 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)

mot-ctracker icon mot-ctracker

Code for ECCV 2020 paper (Spotlight) "Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking"

mot_annot icon mot_annot

Annotation tools in Python for labeling multiple object tracking in a single camera and across multiple cameras

mot_kalman icon mot_kalman

C++ implementation of 2D single camera tracking based on Kalman filter

motpy icon motpy

Library for tracking-by-detection multi object tracking implemented in python

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