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ingeniousfrog's Projects

video_analyst icon video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

volkscv icon volkscv

A Python toolbox for computer vision research and project

wi-esp icon wi-esp

This projects helps to acquire the CSI information of the Wi-FI network which can further be used to perform analysis on the RF link of the Wi-Fi.

wiar icon wiar

WiFi-based activity recognition dataset

wifi-movement-identification icon wifi-movement-identification

设置一个WiFi发射器,一个WiFi接收器,通过发射和接受CSI信号,进行空间内变化检测,当进行不同的动作(如蹲下、站起、跌倒等)使,会引起WiFi信号的变化,使用机器学习模型对不同的信号进行分类,以达到动作识别(movement identification)任务

wifiperson icon wifiperson

Code of paper, Person-in-WiFi: Fine-grained Person Perception using WiFi

wisppn icon wisppn

test example of paper, Can WiFi Estimate Person Pose?

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

yolov5-face icon yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

zqcnn icon 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

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