我正在开发一个人脸检测应用程序,因为我需要收集用户图像以供以后检测它们。我已成功将图像上传到 MySQL 数据库中。现在我需要将图像上传到公共文件夹中以响应检测图像camera.i 卡在 react public 文件夹中上传图像。帮我摆脱这个问题..
这是要在 imgUrl 变量中检测图像的 React 代码
detect = async () => {
const videoTag = document.getElementById("videoTag");
const canvas = document.getElementById("myCanvas");
const displaySize = { width: videoTag.width, height: videoTag.height };
faceapi.matchDimensions(canvas, displaySize);
//setInterval starts here for continuous detection
time = setInterval(async () => {
let fullFaceDescriptions = await faceapi
.detectAllFaces(videoTag)
.withFaceLandmarks()
.withFaceExpressions()
.withFaceDescriptors();
const value = fullFaceDescriptions.length;
this.setState({ detection: value });
fullFaceDescriptions = faceapi.resizeResults(
fullFaceDescriptions,
displaySize
);
canvas.getContext("2d").clearRect(0, 0, canvas.width, canvas.height);
//Label Images
var dummy = ["praveen", "vikranth", "Gokul", "Rahul"];
const labels = nameArray1;
// const labels = ["praveen", "vikranth", "Gokul", "Rahul"];
if (no_of_times <= 0) {
if (no_of_times === 0) {
labeledFaceDescriptors = await Promise.all(
labels.map(async (label) => {
// fetch image data from urls and convert blob to HTMLImage element
const imgUrl = `/img/${label}.png`; // for testing purpose
// const imgUrl = testImage;
const img = await faceapi.fetchImage(imgUrl);
const fullFaceDescription = await faceapi
.detectSingleFace(img)
.withFaceLandmarks()
.withFaceExpressions()
.withFaceDescriptor();
if (!fullFaceDescription) {
throw new Error(`no faces detected for ${label}`);
}
const faceDescriptors = [fullFaceDescription.descriptor];
return new faceapi.LabeledFaceDescriptors(label, faceDescriptors);
})
);
// console.log(no_of_times);
}
}
const maxDescriptorDistance = 0.7;
no_of_times++;
const faceMatcher = new faceapi.FaceMatcher(
labeledFaceDescriptors,
maxDescriptorDistance
);
const results = fullFaceDescriptions.map((fd) =>
faceMatcher.findBestMatch(fd.descriptor)
);
result = [];
results.forEach((bestMatch, i) => {
const box = fullFaceDescriptions[i].detection.box;
// console.log(box)
const text = bestMatch.toString(); //this for basMatch name detection
var str = "";
//This is for removing names confidence to map value without duplicate
var val = text.replace(/[0-9]/g, "");
for (let i of val) {
if (i !== " ") {
str += i;
} else {
break;
}
}
if (result.includes(str) === false) result.push(str);
const drawBox = new faceapi.draw.DrawBox(box, { label: text });
drawBox.draw(canvas);
faceapi.draw.drawFaceExpressions(canvas, fullFaceDescriptions, 0.85);
});
for (let i = 0; i < fullFaceDescriptions.length; i++) {
const result1 = fullFaceDescriptions[i].expressions.asSortedArray()[i];
// console.log(result[i]);
// console.log(result1.expression);
this.test(result[i], result1.expression);
}
}, 100);
在上面的代码中,我手动将图像放在公共文件夹中,这需要在用户上传图像时动态完成。
这是我从nodejs获取base64图像的地方
axios.get("/image").then((res) => {
testImage = res.data;
// console.log("from image" + res.data);
imgback = <img src={`data:image/jpeg;base64,${res.data}`} />;
});
这是来自 reactjs 的 get 请求的 nodejs 代码
app.get("/image", (req, res) => {
connection.query("SELECT * FROM images", (error, row, fields) => {
if (!!error) {
console.log("Error in the query");
} else {
console.log("successful query");
var buffer = new Buffer(row[0].image, "binary");
var bufferBase64 = buffer.toString("base64");
res.send(bufferBase64);
}
});
});
我的目标是,在反应代码中的 imgUrl 变量中,我需要指定图像文件夹,我需要在文件夹中动态添加图像。或者有没有其他方法可以直接给imgUrl变量中的图像数组。请帮我解决这个问题。