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End-to-end MNIST handwritten digit recognition using a CNN, with a Flask web app featuring real-time canvas-based predictions.
f7da636 verified | * { | |
| box-sizing: border-box; | |
| } | |
| body { | |
| margin: 0; | |
| font-family: "Segoe UI", system-ui, sans-serif; | |
| background: #0f1117; | |
| color: #e6e6e6; | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| min-height: 100vh; | |
| } | |
| .app { | |
| background: #161a22; | |
| border-radius: 16px; | |
| padding: 30px 40px; | |
| width: 900px; | |
| max-width: 95%; | |
| box-shadow: 0 20px 40px rgba(0, 0, 0, 0.6); | |
| } | |
| header { | |
| text-align: center; | |
| margin-bottom: 30px; | |
| } | |
| header h1 { | |
| margin: 0; | |
| font-size: 2.4rem; | |
| color: #ffffff; | |
| } | |
| header p { | |
| color: #9aa4b2; | |
| margin-top: 8px; | |
| } | |
| main { | |
| display: grid; | |
| grid-template-columns: 1fr 1fr; | |
| gap: 40px; | |
| } | |
| .canvas-box { | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| } | |
| canvas { | |
| background: black; | |
| border-radius: 12px; | |
| border: 2px solid #2a2f3a; | |
| cursor: crosshair; | |
| } | |
| .controls { | |
| margin-top: 20px; | |
| display: flex; | |
| gap: 15px; | |
| } | |
| button { | |
| background: #2563eb; | |
| color: white; | |
| border: none; | |
| padding: 10px 22px; | |
| border-radius: 10px; | |
| font-size: 0.95rem; | |
| cursor: pointer; | |
| transition: background 0.2s ease; | |
| } | |
| button:hover { | |
| background: #1d4ed8; | |
| } | |
| #clear-btn { | |
| background: #374151; | |
| } | |
| #clear-btn:hover { | |
| background: #4b5563; | |
| } | |
| .result-box { | |
| background: #0f1117; | |
| border-radius: 14px; | |
| padding: 30px; | |
| text-align: center; | |
| border: 1px solid #2a2f3a; | |
| } | |
| .result-box h2 { | |
| margin-top: 0; | |
| color: #9aa4b2; | |
| } | |
| #predicted-digit { | |
| font-size: 5rem; | |
| margin-top: 20px; | |
| color: #ffffff; | |
| font-weight: bold; | |
| } | |