随着人工智能技术的不断发展,阿里体育等IT大厂,推出的“乐动力”、“天天跳绳”AI运动APP,让云上运动会、线上运动会、健身打卡、AI体育指导等概念空前火热。那么,能否将这些在APP成功应用的场景搬上小程序,分享这些概念的红利呢?本系列文章就带您一步一步从零开始开发一个AI运动小程序,本系列文章将使用“云智AI运动识别小程序插件”,请先行在微信服务市场或官网了解详情。

一、骨骼图绘制原理

人体骨骼图的绘制,是通过在camera组件上附一个同等大小的透明canvas组件,在上面绘制关键点达到与人体图像重合的目的。

二、绘制代码

const AiSports = requirePlugin("aiSport");const PoseGraphs = AiSports.PoseGraphs;const humanDetection = AiSports.humanDetection;export default {data() {return {zoom: 1,deviceKey: "back",previewWidth: 480,previewHeight: 640,previewRate: 1,frameWidth: 480,frameHeight: 640,status: 'unknown',fps: 0,poseFps: 0,isHumanBody: false};},computed: {videoStyles() {const style = `width:${this.previewWidth}px;height:${this.previewHeight}px;`;return style;}},mounted() {this.autoFitPreview(480, 640);this.initCanvas();},methods: {autoFitPreview(width, height) {const sifno = uni.getSystemInfoSync();let rate = sifno.windowWidth / width;this.previewWidth = width * rate;this.previewHeight = height * rate;this.previewRate = rate;this.frameWidth = width;this.frameHeight = height;},initCanvas() {const that = this;const query = uni.createSelectorQuery().in(that);query.select('#graphics').fields({node: true,size: true}).exec((res) => {if (utils.isEmptyArray(res))return;const canvas = res[0].node;const ctx = canvas.getContext('2d');const dpr = uni.getSystemInfoSync().pixelRatio;canvas.width = res[0].width * dpr;canvas.height = res[0].height * dpr;ctx.scale(dpr, dpr);that.canvas = canvas;that.ctx = ctx;that.poseGraphs = new PoseGraphs(ctx, canvas.width, canvas.height, 1);that.poseGraphs.lineColor = "#FF8E148C";//线条颜色});},async detection(frame) {const human = await humanDetection.detectionAsync(frame);//无结果if (!human)this.poseGraphs.clear();elsethis.poseGraphs.drawing(human.keypoints);},initVideo() {if (this.camera)return;const that = this;this.camera = new CameraDevice();this.camera.onFrame = frame => {that.fps = that.camera.fps;//重新自适应if (frame.width != that.frameWidth || frame.height != that.frameHeight) {that.autoFitPreview(frame.width, frame.height);that.initCanvas();}that.detection(frame);};}}}.human-detection {width: auto;height: auto;.preview {margin: auto;width: 480px;height: 640px;}.graphs {position: absolute;top: 0;left: 0;z-index: 9999;box-shadow: 0 0 14.4928rpx #CCC;background-color: rgba(0, 0, 0, 0.01);}}

三、注意事项

小程序的抽帧图像大小与camera实时图像可能不一致(https://developers.weixin.qq.com/miniprogram/dev/component/camera.html#Bug-Tip),所以cameracanvas组件必须保持与帧图像保持同比缩放,否则可能导致骨骼与实时图像不一致。

下篇我们将为您介绍如何进行运动分析,敬请期待…

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