This article provides benchmark results for AI-powered facial (head) detection exports in CaseGuard Studio. These tests are designed to give users an understanding of how different system specifications can affect export performance when working with AI video redaction.
Test Details
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Task: AI Video Redaction (Head/Facial Detection)
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Video Duration: 38 minutes, 5 seconds
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Redaction Type: AI-powered head detection
System Specifications and Export Times
Specification |
System 1 |
System 2 |
Processor |
Intel Core i7-12700KF |
AMD Ryzen 7 3800X (8-core) |
Memory |
32 GB DDR4 |
32 GB DDR4 |
Storage |
Kingston 1 TB SSD |
Intel 476 GB SSD |
Graphics Card |
NVIDIA RTX 3080 |
NVIDIA GeForce RTX 2070 Super |
Export Duration |
13 minutes, 8 seconds |
15 minutes, 27 seconds |
Findings
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GPU Performance Matters
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System 1, equipped with the NVIDIA RTX 3080, completed the export ~15% faster than System 2 with the RTX 2070 Super.
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This indicates that GPU power significantly impacts AI-based video redaction, especially when processing longer or higher-resolution videos.
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CPU Impact
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The Intel Core i7-12700KF (System 1) outperformed the AMD Ryzen 7 3800X (System 2).
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While redaction tasks rely heavily on GPU acceleration, a modern high-performance CPU helps reduce bottlenecks in overall processing.
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Storage & Memory
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Both systems had 32 GB DDR4 RAM, which was sufficient for this workload.
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Storage type (SSD) had minimal impact on export speed for this test, though SSDs remain critical for smooth media handling and overall system performance.
Conclusion
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System 1 (Intel i7-12700KF + RTX 3080) achieved the best results, completing the 38-minute redaction export in 13 minutes, 8 seconds.
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System 2 (Ryzen 7 3800X + RTX 2070 Super) took 15 minutes, 27 seconds for the same task.
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For optimal AI video redaction performance, we recommend:
These benchmarks show that CaseGuard Studio scales efficiently with more powerful hardware, allowing users to save time on exports and improve overall workflow efficiency.
Recommended System Requirements for AI Redaction
To get the best experience with CaseGuard Studio’s AI-powered redaction tools, we recommend the following hardware specifications:
Component |
Recommended |
Processor (CPU) |
Intel i7-12700KF or newer, or AMD Ryzen 7 5800X or newer |
Graphics Card (GPU) |
NVIDIA RTX 3080 or higher (e.g., RTX 4080, RTX 4090 for maximum performance) |
Memory (RAM) |
32 GB DDR4 or DDR5 |
Storage |
NVMe SSD (1 TB or larger recommended for video-heavy workflows) |
Operating System |
Windows 10 or Windows 11 (64-bit) |
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