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feat: 三方案改进检测准确度 - YOLO优先、参数调整、连续性判断

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hubian
2026-04-16 22:35:51 +08:00
parent d6693f9fd0
commit 7875cca69e
6 changed files with 272 additions and 105 deletions
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12
web/static/app.js
View File

@@ -507,10 +507,15 @@ function loadSettingsForm() {
document.getElementById('setting-refresh-interval').value = config.refresh_interval || 5;
// Detection algorithm settings
document.getElementById('setting-use-haar').checked = config.use_haar_cascade !== false;
document.getElementById('setting-use-yolo').checked = config.use_yolo !== false;
document.getElementById('setting-use-mediapipe').checked = config.use_mediapipe_face !== false;
document.getElementById('setting-use-haar').checked = config.use_haar_cascade === true;
document.getElementById('setting-use-face-rec').checked = config.use_face_recognition !== false;
// Confirmation settings
document.getElementById('setting-confirm-frames').value = config.confirm_frames || 3;
document.getElementById('setting-min-confidence').value = config.min_detection_confidence || 0.3;
// Vision API settings
document.getElementById('setting-use-vision-api').checked = config.use_vision_api === true;
document.getElementById('setting-vision-trigger').value = config.vision_api_trigger || 'person_change';
@@ -533,10 +538,15 @@ function saveSettings() {
refresh_interval: parseInt(document.getElementById('setting-refresh-interval').value),
// Detection algorithms
use_yolo: document.getElementById('setting-use-yolo').checked,
use_haar_cascade: document.getElementById('setting-use-haar').checked,
use_mediapipe_face: document.getElementById('setting-use-mediapipe').checked,
use_face_recognition: document.getElementById('setting-use-face-rec').checked,
// Confirmation settings
confirm_frames: parseInt(document.getElementById('setting-confirm-frames').value),
min_detection_confidence: parseFloat(document.getElementById('setting-min-confidence').value),
// Vision API
use_vision_api: document.getElementById('setting-use-vision-api').checked,
vision_api_trigger: document.getElementById('setting-vision-trigger').value,

35
web/static/index.html
View File

@@ -138,26 +138,45 @@
</div>
<div class="settings-section">
<h4>检测算法设置</h4>
<h4>Detection Algorithms</h4>
<div class="setting-item">
<label>Haar Cascade 人体检测:</label>
<input type="checkbox" id="setting-use-haar" checked>
<span class="setting-desc">传统人体检测（备用）</span>
<label>YOLO (Most Accurate):</label>
<input type="checkbox" id="setting-use-yolo" checked>
<span class="setting-desc">YOLOv8 nano - Best accuracy</span>
</div>
<div class="setting-item">
<label>MediaPipe 人脸检测:</label>
<label>MediaPipe Face:</label>
<input type="checkbox" id="setting-use-mediapipe" checked>
<span class="setting-desc">高精度人脸检测</span>
<span class="setting-desc">High precision face detection</span>
</div>
<div class="setting-item">
<label>Haar Cascade Body:</label>
<input type="checkbox" id="setting-use-haar">
<span class="setting-desc">Traditional body detection (backup)</span>
</div>
<div class="setting-item">
<label>Face Recognition:</label>
<input type="checkbox" id="setting-use-face-rec" checked>
<span class="setting-desc">人脸识别（识别同一人）</span>
<span class="setting-desc">Identify same person</span>
</div>
</div>
<div class="settings-section">
<h4>AI大模型分析</h4>
<h4>Confirmation Settings</h4>
<div class="setting-item">
<label>Confirm Frames:</label>
<input type="number" id="setting-confirm-frames" value="3" min="1" max="10">
<span class="setting-desc">Frames to confirm detection</span>
</div>
<div class="setting-item">
<label>Min Confidence:</label>
<input type="number" id="setting-min-confidence" value="0.3" min="0.1" max="1" step="0.1">
<span class="setting-desc">Detection confidence threshold</span>
</div>
</div>
<div class="settings-section">
<h4>AI Analysis</h4>
<div class="setting-item">
<label>启用大模型分析:</label>
<input type="checkbox" id="setting-use-vision-api">