lucataco/real-esrgan-video ❓🖼️ → 🖼️
About
Real-ESRGAN Video Upscaler

Example Output
Output
Performance Metrics
24.95s
Prediction Time
24.97s
Total Time
All Input Parameters
{ "model": "RealESRGAN_x4plus", "resolution": "FHD", "video_path": "https://replicate.delivery/pbxt/JvzJwGbiuwhpRVTBdOOt3L49WAsYlBmB2yNqcyxeIlTRQ5xl/replicate-prediction-wkusuc3brp5hwd27zaymz5rgdi.mp4" }
Input Parameters
- model
- Upscaling model
- resolution
- Output resolution
- video_path (required)
- Input Video
Output Schema
Output
Example Execution Logs
Upscaling from 1024x512 to 1920x1080, crop_to_fit=True /root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/torchvision/transforms/functional_tensor.py:5: UserWarning: The torchvision.transforms.functional_tensor module is deprecated in 0.15 and will be **removed in 0.17**. Please don't rely on it. You probably just need to use APIs in torchvision.transforms.functional or in torchvision.transforms.v2.functional. warnings.warn( inference: 0%| | 0/25 [00:00<?, ?frame/s] inference: 4%|▍ | 1/25 [00:01<00:47, 1.96s/frame] inference: 8%|▊ | 2/25 [00:02<00:26, 1.16s/frame] inference: 12%|█▏ | 3/25 [00:03<00:19, 1.10frame/s] inference: 16%|█▌ | 4/25 [00:03<00:16, 1.27frame/s] inference: 20%|██ | 5/25 [00:04<00:14, 1.39frame/s] inference: 24%|██▍ | 6/25 [00:04<00:12, 1.47frame/s] inference: 28%|██▊ | 7/25 [00:05<00:11, 1.53frame/s] inference: 32%|███▏ | 8/25 [00:06<00:10, 1.57frame/s] inference: 36%|███▌ | 9/25 [00:06<00:10, 1.60frame/s] inference: 40%|████ | 10/25 [00:07<00:09, 1.62frame/s] inference: 44%|████▍ | 11/25 [00:07<00:08, 1.64frame/s] inference: 48%|████▊ | 12/25 [00:08<00:07, 1.64frame/s] inference: 52%|█████▏ | 13/25 [00:09<00:07, 1.65frame/s] inference: 56%|█████▌ | 14/25 [00:09<00:06, 1.66frame/s] inference: 60%|██████ | 15/25 [00:10<00:06, 1.66frame/s] inference: 64%|██████▍ | 16/25 [00:10<00:05, 1.67frame/s] inference: 68%|██████▊ | 17/25 [00:11<00:04, 1.66frame/s] inference: 72%|███████▏ | 18/25 [00:12<00:04, 1.66frame/s] inference: 76%|███████▌ | 19/25 [00:12<00:03, 1.67frame/s] inference: 80%|████████ | 20/25 [00:13<00:03, 1.66frame/s] inference: 84%|████████▍ | 21/25 [00:13<00:02, 1.66frame/s] inference: 88%|████████▊ | 22/25 [00:14<00:01, 1.67frame/s] inference: 92%|█████████▏| 23/25 [00:15<00:01, 1.67frame/s] inference: 96%|█████████▌| 24/25 [00:15<00:00, 1.67frame/s] inference: 100%|██████████| 25/25 [00:16<00:00, 1.67frame/s] inference: 100%|██████████| 25/25 [00:17<00:00, 1.46frame/s] [h264 @ 0x564bdc2f31c0] Cannot load libnvcuvid.so.1 [h264 @ 0x564bdc2f31c0] Failed loading nvcuvid. [h264 @ 0x564bdc2f31c0] Failed setup for format cuda: hwaccel initialisation returned error. Cropping to fit done.. Upscaled video saved to: /src/ouput/tmp84vybs1breplicate-prediction-wkusuc3brp5hwd27zaymz5rgdi_upscaled_1920_1080.mp4
Version Details
- Version ID
3e56ce4b57863bd03048b42bc09bdd4db20d427cca5fde9d8ae4dc60e1bb4775
- Version Created
- May 19, 2025