lucataco/diffusion-motion-transfer 🔢🖼️🎥📝 → 🖼️
About
Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
Example Output
Output
Performance Metrics
528.97s
Prediction Time
615.54s
Total Time
All Input Parameters
{
"video": "https://replicate.delivery/pbxt/K7P4ZdV95HbR4aEof8ihr2j7UVWeFxHfoMWTG7H16gCy62Jf/demo.mp4",
"n_timesteps": 900,
"video_prompt": "Amazing quality, masterpiece, A locomotive rides in a forest",
"target_prompt": "Amazing quality, masterpiece, A motorbike driving in a forest",
"negative_prompt": "bad quality, distortions, unrealistic, distorted image, watermark, signature"
}
Input Parameters
- seed
- Random seed. Leave blank to randomize the seed
- video (required)
- Input video
- n_timesteps
- Number of times to preprocess the video
- video_prompt
- Prompt used to describe the input video
- target_prompt
- Prompt used to describe the output video
- negative_prompt
- Negative prompt to use for editing
Output Schema
Output
Example Execution Logs
Using seed: 1676666084 Converting input video to images ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmp0hgv5r3xdemo.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2avc1mp41 encoder : Lavf60.3.100 Duration: 00:00:01.00, start: 0.000000, bitrate: 1373 kb/s Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 576x320, 1364 kb/s, 24 fps, 24 tbr, 12288 tbn, 48 tbc (default) Metadata: handler_name : VideoHandler vendor_id : [0][0][0][0] encoder : Lavc60.3.100 libx264 Stream mapping: Stream #0:0 -> #0:0 (h264 (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to 'data/input/%05d.png': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2avc1mp41 encoder : Lavf58.76.100 Stream #0:0(und): Video: png, rgb24(pc, gbr/unknown/unknown, progressive), 576x320, q=2-31, 200 kb/s, 24 fps, 24 tbn (default) Metadata: handler_name : VideoHandler vendor_id : [0][0][0][0] encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 24 fps=0.0 q=-0.0 Lsize=N/A time=00:00:01.00 bitrate=N/A speed=12.5x video:10050kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown Running preprocessor script Loading video model text_encoder/model.safetensors not found Loading pipeline components...: 0%| | 0/5 [00:00<?, ?it/s] Loading pipeline components...: 20%|██ | 1/5 [00:02<00:10, 2.70s/it] Loading pipeline components...: 40%|████ | 2/5 [00:02<00:03, 1.26s/it] Loading pipeline components...: 80%|████████ | 4/5 [00:03<00:00, 1.90it/s] Loading pipeline components...: 100%|██████████| 5/5 [00:04<00:00, 1.42it/s] Loading pipeline components...: 100%|██████████| 5/5 [00:04<00:00, 1.18it/s] video model loaded /root/.pyenv/versions/3.9.18/lib/python3.9/site-packages/torchvision/io/video.py:83: UserWarning: Creating a tensor from a list of numpy.ndarrays is extremely slow. Please consider converting the list to a single numpy.ndarray with numpy.array() before converting to a tensor. 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Version Details
- Version ID
6bc872d3b943a49517b30192852477de7bea271e9abb76e726704ab4d6ae6eb3- Version Created
- December 26, 2023