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recycling-project-solutions/static/style.css
T
Aherobo Ovie Victor 26d7706233 Complete Memory Module Detection Project
 Core Features:
- Flask API with image upload and hardcoded image endpoints
- YOLOv8 Nano model trained (99.5% mAP50, 100% precision, 98.4% recall)
- Memory module detection with bounding box visualization
- Web frontend for QA testing with drag & drop interface

 API Endpoints:
- POST /detect - Image upload detection
- GET /detect/hardcoded - Hardcoded image testing
- POST /detect/base64 - Base64 image processing
- GET /health - Health check
- GET / - Web interface
- GET /api - API information

 Technical Implementation:
- Algorithm: YOLOv8 Nano (state-of-the-art performance)
- Hardware: Auto-detection with CPU/GPU fallback
- Video approach: Frame extraction + batch processing strategy
- Dataset: 40 images (20 with memory, 20 without)

 Additional Features:
- Comprehensive test suite (test_api.py)
- Web frontend for QA testing
- Automated setup script (setup.py)
- Complete documentation with troubleshooting
- Virtual environment support
- Proper .gitignore for ML projects

 All Tests Passed: 5/5 API endpoints working correctly
 Model Performance: Consistently detects memory modules with 97%+ confidence
 Requirements Met: 100% compliance with original task specification
2025-07-11 20:07:36 +01:00

378 lines
5.9 KiB
CSS

/* Memory Module Detection QA Interface Styles */
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
min-height: 100vh;
color: #333;
}
.container {
max-width: 1200px;
margin: 0 auto;
padding: 20px;
}
header {
text-align: center;
margin-bottom: 30px;
color: white;
}
header h1 {
font-size: 2.5rem;
margin-bottom: 10px;
text-shadow: 2px 2px 4px rgba(0,0,0,0.3);
}
header p {
font-size: 1.2rem;
opacity: 0.9;
margin-bottom: 20px;
}
.status-indicator {
display: inline-flex;
align-items: center;
gap: 8px;
background: rgba(255,255,255,0.2);
padding: 8px 16px;
border-radius: 20px;
backdrop-filter: blur(10px);
}
.status-indicator.online {
background: rgba(76, 175, 80, 0.3);
}
.status-indicator.offline {
background: rgba(244, 67, 54, 0.3);
}
.panel {
background: white;
border-radius: 12px;
padding: 25px;
margin-bottom: 20px;
box-shadow: 0 8px 32px rgba(0,0,0,0.1);
backdrop-filter: blur(10px);
}
.panel h2 {
color: #333;
margin-bottom: 20px;
font-size: 1.5rem;
display: flex;
align-items: center;
gap: 10px;
}
.panel h2 i {
color: #667eea;
}
.api-info {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
gap: 15px;
}
.info-item {
background: #f8f9fa;
padding: 15px;
border-radius: 8px;
border-left: 4px solid #667eea;
}
.info-item h3 {
color: #333;
margin-bottom: 8px;
font-size: 1rem;
}
.info-item p {
color: #666;
font-size: 0.9rem;
}
.test-options {
display: flex;
gap: 15px;
flex-wrap: wrap;
}
.btn {
padding: 12px 24px;
border: none;
border-radius: 8px;
cursor: pointer;
font-size: 1rem;
font-weight: 500;
transition: all 0.3s ease;
display: inline-flex;
align-items: center;
gap: 8px;
text-decoration: none;
}
.btn:hover {
transform: translateY(-2px);
box-shadow: 0 4px 12px rgba(0,0,0,0.2);
}
.btn-primary {
background: #667eea;
color: white;
}
.btn-secondary {
background: #6c757d;
color: white;
}
.btn-info {
background: #17a2b8;
color: white;
}
.btn-success {
background: #28a745;
color: white;
}
.btn-outline {
background: transparent;
color: #667eea;
border: 2px solid #667eea;
}
.upload-area {
border: 3px dashed #ddd;
border-radius: 12px;
padding: 40px;
text-align: center;
transition: all 0.3s ease;
cursor: pointer;
}
.upload-area:hover,
.upload-area.dragover {
border-color: #667eea;
background: rgba(102, 126, 234, 0.05);
}
.upload-icon {
font-size: 3rem;
color: #667eea;
margin-bottom: 15px;
}
.upload-hint {
color: #666;
font-size: 0.9rem;
margin-top: 10px;
}
.upload-controls {
margin-top: 20px;
padding: 20px;
background: #f8f9fa;
border-radius: 8px;
}
.confidence-control {
margin-bottom: 15px;
}
.confidence-control label {
display: block;
margin-bottom: 8px;
font-weight: 500;
}
.confidence-control input[type="range"] {
width: 100%;
height: 6px;
border-radius: 3px;
background: #ddd;
outline: none;
}
.results-content {
display: grid;
gap: 20px;
}
.result-item {
background: #f8f9fa;
border-radius: 8px;
padding: 20px;
border-left: 4px solid #28a745;
}
.result-header {
display: flex;
justify-content: between;
align-items: center;
margin-bottom: 15px;
}
.result-stats {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(150px, 1fr));
gap: 15px;
margin-bottom: 20px;
}
.stat-item {
text-align: center;
padding: 10px;
background: white;
border-radius: 6px;
}
.stat-value {
font-size: 1.5rem;
font-weight: bold;
color: #667eea;
}
.stat-label {
font-size: 0.9rem;
color: #666;
}
.image-container {
text-align: center;
margin-top: 20px;
}
.result-image {
max-width: 100%;
height: auto;
border-radius: 8px;
box-shadow: 0 4px 12px rgba(0,0,0,0.1);
}
.detection-list {
margin-top: 15px;
}
.detection-item {
background: white;
padding: 10px 15px;
margin-bottom: 8px;
border-radius: 6px;
display: flex;
justify-content: space-between;
align-items: center;
}
.detection-confidence {
background: #28a745;
color: white;
padding: 4px 8px;
border-radius: 12px;
font-size: 0.8rem;
font-weight: bold;
}
.test-results {
display: grid;
gap: 15px;
}
.test-item {
background: #f8f9fa;
padding: 15px;
border-radius: 8px;
border-left: 4px solid #ddd;
}
.test-item.success {
border-left-color: #28a745;
}
.test-item.error {
border-left-color: #dc3545;
}
.test-item h3 {
margin-bottom: 8px;
display: flex;
align-items: center;
gap: 8px;
}
.loading {
text-align: center;
padding: 40px;
color: #666;
}
.loading-overlay {
position: fixed;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: rgba(0,0,0,0.7);
display: flex;
justify-content: center;
align-items: center;
z-index: 1000;
}
.loading-content {
background: white;
padding: 30px;
border-radius: 12px;
text-align: center;
}
.loading-content i {
font-size: 2rem;
color: #667eea;
margin-bottom: 15px;
}
footer {
text-align: center;
margin-top: 40px;
color: rgba(255,255,255,0.8);
}
/* Responsive Design */
@media (max-width: 768px) {
.container {
padding: 10px;
}
header h1 {
font-size: 2rem;
}
.test-options {
flex-direction: column;
}
.btn {
width: 100%;
justify-content: center;
}
.api-info {
grid-template-columns: 1fr;
}
.result-stats {
grid-template-columns: repeat(2, 1fr);
}
}