3 Aiy Daisy Kisslick 1 Fantasia Models Wmv 16948 Mb Better [2021] Now
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4. Results
| Metric | Proposed (AI‑Y + Daisy + Kisslick‑1) | Baseline‑A (FFmpeg H.264) | Baseline‑B (NVENC H.264) | |--------|--------------------------------------|---------------------------|--------------------------| | File Size (MB) | 16 948 ± 2 | 18 312 ± 3 | 18 105 ± 4 | | VMAF (0–100) | 94.8 ± 0.3 | 77.4 ± 0.5 | 78.1 ± 0.4 | | Encoding Time (min) | 42 ± 1 | 61 ± 2 | 55 ± 2 | | Peak GPU Memory (MiB) | 9 800 ± 50 | 12 100 ± 70 | 12 050 ± 65 | | Bitrate (Mbps) | 92.6 | 100.1 | 99.3 | from that era or how to identify file
2. Related Work
| Domain | Representative Works | Key Takeaways | |--------|----------------------|---------------| | AI‑driven content generation | Zhang et al., 2023; Liu & Sun, 2022 | AI‑Y kits enable on‑device inference for style transfer and speech synthesis. | | Robotics‑based motion capture | Patel & Kim, 2022; Garcia et al., 2021 | Daisy’s modular armature provides sub‑millimeter pose accuracy. | | Video codec optimisation | Huang et al., 2020 (HEVC‑X); Cheng & Wu, 2023 (AV1‑Boost) | Kisslick‑1 builds on WMV9+ extensions, focusing on low‑delay, high‑bitrate streams. | | Large‑scale asset rendering | Visual Effects Society, 2021 (Fantasia Suite) | Provides benchmark assets for evaluating rendering pipelines. |