feat: 添加裁剪人脸图片功能,更新人脸管理服务以支持裁剪路径

This commit is contained in:
shiyu
2025-06-17 16:18:04 +08:00
parent 8a7429f1df
commit 9612a69f9d
4 changed files with 142 additions and 71 deletions

View File

@@ -15,6 +15,8 @@ public class Face : BaseModel
[Range(0.0, 1.0)]
public double FaceConfidence { get; set; }
public string? CroppedImagePath { get; set; }
public int PictureId { get; set; }
[ForeignKey("PictureId")]

View File

@@ -4,6 +4,9 @@ using Foxel.Services.Storage;
using Microsoft.EntityFrameworkCore;
using System.Text.Json;
using System.Text.Json.Serialization;
using SixLabors.ImageSharp;
using SixLabors.ImageSharp.Processing;
using SixLabors.ImageSharp.Formats.Jpeg;
namespace Foxel.Services.Background.Processors
{
@@ -162,8 +165,15 @@ namespace Foxel.Services.Background.Processors
// 保存人脸数据到数据库
if (faceRecognitionResult?.Result != null && faceRecognitionResult.Result.Any())
{
// 确保人脸保存目录存在
var faceImagesDir = Path.Combine(Directory.GetCurrentDirectory(), "Uploads", "faces");
Directory.CreateDirectory(faceImagesDir);
foreach (var faceResult in faceRecognitionResult.Result)
{
// 裁剪人脸图片
var croppedImagePath = await CropAndSaveFaceImageAsync(tempImagePath, faceResult.FacialArea, faceImagesDir);
var face = new Face
{
PictureId = pictureId,
@@ -172,7 +182,8 @@ namespace Foxel.Services.Background.Processors
Y = faceResult.FacialArea.Y,
W = faceResult.FacialArea.W,
H = faceResult.FacialArea.H,
FaceConfidence = faceResult.FaceConfidence
FaceConfidence = faceResult.FaceConfidence,
CroppedImagePath = croppedImagePath
};
dbContext.Faces.Add(face);
@@ -282,5 +293,41 @@ namespace Foxel.Services.Background.Processors
_logger.LogWarning("尝试在 FaceRecognitionProcessor 中更新不存在的任务状态: TaskId={TaskId}", taskId);
}
}
private async Task<string> CropAndSaveFaceImageAsync(string originalImagePath, FacialAreaResponse facialArea, string saveDirectory)
{
try
{
using var originalImage = await Image.LoadAsync(originalImagePath);
// 确保裁剪区域在图片范围内
var cropX = Math.Max(0, facialArea.X);
var cropY = Math.Max(0, facialArea.Y);
var cropWidth = Math.Min(facialArea.W, originalImage.Width - cropX);
var cropHeight = Math.Min(facialArea.H, originalImage.Height - cropY);
if (cropWidth <= 0 || cropHeight <= 0)
{
throw new Exception("无效的人脸区域坐标");
}
var cropRect = new Rectangle(cropX, cropY, cropWidth, cropHeight);
// 生成唯一文件名
var fileName = $"face_{Guid.NewGuid()}.jpg";
var filePath = Path.Combine(saveDirectory, fileName);
// 使用 ImageSharp 裁剪并保存
using var croppedImage = originalImage.Clone(ctx => ctx.Crop(cropRect));
await croppedImage.SaveAsJpegAsync(filePath, new JpegEncoder { Quality = 90 });
return Path.Combine("Uploads", "faces", fileName);
}
catch (Exception ex)
{
_logger.LogError(ex, "裁剪人脸图片失败");
return string.Empty;
}
}
}
}

View File

@@ -4,12 +4,14 @@ using Foxel.Models.Response.Picture;
using Foxel.Services.Mapping;
using Foxel.Api.Management;
using Microsoft.EntityFrameworkCore;
using Foxel.Services.Configuration;
namespace Foxel.Services.Management;
public class FaceManagementService(
IDbContextFactory<MyDbContext> contextFactory,
IMappingService mappingService,
IConfigService configService,
ILogger<FaceManagementService> logger) : IFaceManagementService
{
public async Task<PaginatedResult<FaceClusterResponse>> GetFaceClustersAsync(int page = 1, int pageSize = 20)
@@ -22,7 +24,7 @@ public class FaceManagementService(
{
Cluster = c,
FaceCount = dbContext.Faces.Count(f => f.ClusterId == c.Id),
ThumbnailPath = dbContext.Faces
ThumbnailPath = configService["AppSettings:ServerUrl"] + dbContext.Faces
.Where(f => f.ClusterId == c.Id)
.Include(f => f.Picture)
.OrderByDescending(f => f.CreatedAt)
@@ -195,11 +197,10 @@ public class FaceManagementService(
{
Cluster = c,
FaceCount = dbContext.Faces.Count(f => f.ClusterId == c.Id && f.Picture.UserId == userId),
ThumbnailPath = dbContext.Faces
.Where(f => f.ClusterId == c.Id && f.Picture.UserId == userId)
.Include(f => f.Picture)
ThumbnailPath = configService["AppSettings:ServerUrl"]+ dbContext.Faces
.Where(f => f.ClusterId == c.Id && f.Picture.UserId == userId && !string.IsNullOrEmpty(f.CroppedImagePath))
.OrderByDescending(f => f.CreatedAt)
.Select(f => f.Picture.ThumbnailPath)
.Select(f => f.CroppedImagePath)
.FirstOrDefault()
})
.Where(x => x.FaceCount > 0)

View File

@@ -1,7 +1,7 @@
import React, { useState, useEffect, useCallback } from 'react';
import {
Card, Button, Space, Modal, message, Typography,
Row, Col, Image, Form, Input, Avatar,
Row, Col, Image, Form, Input, Avatar,
Tag, Tooltip, Spin, Empty, Statistic,
Select, Grid
} from 'antd';
@@ -40,7 +40,7 @@ const FaceExplore: React.FC = () => {
const [targetCluster, setTargetCluster] = useState<FaceClusterResponse | null>(null);
const [clusterPictures, setClusterPictures] = useState<PictureResponse[]>([]);
const [picturesLoading, setPicturesLoading] = useState(false);
const [editForm] = Form.useForm<UpdateClusterRequest>();
const [mergeForm] = Form.useForm();
@@ -118,12 +118,12 @@ const FaceExplore: React.FC = () => {
const handleEditOk = async () => {
if (!editingCluster) return;
try {
const values = await editForm.validateFields();
setLoading(true);
const response = await updateMyCluster(editingCluster.id, values);
if (response.success) {
message.success('更新聚类信息成功');
setIsEditModalVisible(false);
@@ -140,12 +140,12 @@ const FaceExplore: React.FC = () => {
const handleMergeOk = async () => {
if (!targetCluster) return;
try {
const values = await mergeForm.validateFields();
setLoading(true);
const response = await mergeMyUserClusters(targetCluster.id, values.sourceClusterId);
if (response.success) {
message.success('合并聚类成功');
setIsMergeModalVisible(false);
@@ -189,31 +189,33 @@ const FaceExplore: React.FC = () => {
hoverable
className="cluster-card"
cover={
<div style={{
height: 180,
display: 'flex',
alignItems: 'center',
<div style={{
height: 180,
display: 'flex',
alignItems: 'center',
justifyContent: 'center',
backgroundColor: '#f8f9fa',
overflow: 'hidden'
overflow: 'hidden',
padding: 20
}}>
{cluster.thumbnailPath ? (
<Image
<Avatar
size={120}
src={cluster.thumbnailPath}
alt={cluster.name}
width="100%"
height={180}
style={{
objectFit: 'cover',
display: 'block'
style={{
border: '3px solid #fff',
boxShadow: '0 2px 8px rgba(0,0,0,0.1)'
}}
preview={false}
/>
) : (
<Avatar
size={80}
icon={<UserOutlined />}
style={{ backgroundColor: '#e6f7ff' }}
<Avatar
size={120}
icon={<UserOutlined />}
style={{
backgroundColor: '#e6f7ff',
border: '3px solid #fff',
boxShadow: '0 2px 8px rgba(0,0,0,0.1)'
}}
/>
)}
</div>
@@ -247,8 +249,8 @@ const FaceExplore: React.FC = () => {
</Paragraph>
)}
{cluster.description && (
<Paragraph
style={{ margin: '8px 0 0 0' }}
<Paragraph
style={{ margin: '8px 0 0 0' }}
ellipsis={{ rows: 2, tooltip: cluster.description }}
>
{cluster.description}
@@ -281,16 +283,16 @@ const FaceExplore: React.FC = () => {
</Col>
<Col>
<Space>
<Button
type="primary"
icon={<PlayCircleOutlined />}
<Button
type="primary"
icon={<PlayCircleOutlined />}
onClick={handleStartClustering}
loading={clusteringLoading}
>
</Button>
<Button
icon={<ReloadOutlined />}
<Button
icon={<ReloadOutlined />}
onClick={() => fetchClusters()}
loading={loading}
>
@@ -305,9 +307,9 @@ const FaceExplore: React.FC = () => {
<Row gutter={16} style={{ marginBottom: 24 }}>
<Col xs={12} sm={8} md={6}>
<Card>
<Statistic
title="人脸聚类"
value={total}
<Statistic
title="人脸聚类"
value={total}
prefix={<TeamOutlined />}
valueStyle={{ color: '#1890ff' }}
/>
@@ -315,9 +317,9 @@ const FaceExplore: React.FC = () => {
</Col>
<Col xs={12} sm={8} md={6}>
<Card>
<Statistic
title="已命名聚类"
value={clusters.filter(c => c.personName).length}
<Statistic
title="已命名聚类"
value={clusters.filter(c => c.personName).length}
prefix={<HeartOutlined />}
valueStyle={{ color: '#52c41a' }}
/>
@@ -325,9 +327,9 @@ const FaceExplore: React.FC = () => {
</Col>
<Col xs={12} sm={8} md={6}>
<Card>
<Statistic
title="总人脸数"
value={clusters.reduce((sum, c) => sum + c.faceCount, 0)}
<Statistic
title="总人脸数"
value={clusters.reduce((sum, c) => sum + c.faceCount, 0)}
prefix={<UserOutlined />}
valueStyle={{ color: '#722ed1' }}
/>
@@ -346,7 +348,7 @@ const FaceExplore: React.FC = () => {
</Col>
))}
</Row>
{/* 加载更多按钮 */}
{clusters.length < total && (
<div style={{ textAlign: 'center', marginTop: 24 }}>
@@ -357,7 +359,7 @@ const FaceExplore: React.FC = () => {
)}
</>
) : (
<Empty
<Empty
description={
<div>
<Paragraph></Paragraph>
@@ -368,9 +370,9 @@ const FaceExplore: React.FC = () => {
}
image={Empty.PRESENTED_IMAGE_SIMPLE}
>
<Button
type="primary"
icon={<PlayCircleOutlined />}
<Button
type="primary"
icon={<PlayCircleOutlined />}
onClick={handleStartClustering}
loading={clusteringLoading}
>
@@ -409,8 +411,8 @@ const FaceExplore: React.FC = () => {
destroyOnClose
>
<Form form={mergeForm} layout="vertical">
<Form.Item
name="sourceClusterId"
<Form.Item
name="sourceClusterId"
label="选择要合并的聚类"
rules={[{ required: true, message: '请选择要合并的聚类' }]}
>
@@ -446,40 +448,59 @@ const FaceExplore: React.FC = () => {
>
<Spin spinning={picturesLoading}>
{clusterPictures.length > 0 ? (
<div style={{
display: 'grid',
gridTemplateColumns: 'repeat(auto-fill, minmax(100px, 1fr))',
gap: 12,
<div style={{
display: 'grid',
gridTemplateColumns: 'repeat(auto-fill, minmax(120px, 1fr))',
gap: 16,
maxHeight: 500,
overflowY: 'auto',
padding: '8px'
}}>
{clusterPictures.map(picture => (
<div key={picture.id} style={{ textAlign: 'center' }}>
<Image
width={100}
height={100}
<Avatar
size={100}
src={picture.thumbnailPath || picture.path}
style={{
objectFit: 'cover',
borderRadius: 6,
border: '1px solid #f0f0f0'
}}
preview={{
src: picture.path
style={{
border: '2px solid #f0f0f0',
cursor: 'pointer',
transition: 'all 0.3s ease',
marginBottom: 8
}}
/>
<div style={{
fontSize: '11px',
color: '#666',
marginTop: 4,
<div style={{
fontSize: '11px',
color: '#666',
overflow: 'hidden',
textOverflow: 'ellipsis',
whiteSpace: 'nowrap',
maxWidth: '100px'
maxWidth: '120px'
}}>
{picture.name || `图片${picture.id}`}
</div>
<div style={{ marginTop: 4 }}>
<Image
width={0}
height={0}
src={picture.path}
style={{ display: 'none' }}
preview={{
src: picture.path,
mask: (
<div style={{
fontSize: '10px',
color: '#fff',
background: 'rgba(0,0,0,0.6)',
padding: '2px 6px',
borderRadius: 4,
cursor: 'pointer'
}}>
</div>
)
}}
/>
</div>
</div>
))}
</div>