lucataco/vid2densepose 🖼️ → 🖼️
About
Convert your videos to DensePose and use it with MagicAnimate
Example Output
Output
Performance Metrics
30.14s
Prediction Time
42.10s
Total Time
Input Parameters
- input_video (required)
- Input video path
Output Schema
Output
Example Execution Logs
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3483.) return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined] 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/output_video.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2mp41 encoder : Lavf59.27.100 Duration: 00:00:12.23, start: 0.000000, bitrate: 4876 kb/s Stream #0:0(und): Video: mpeg4 (Simple Profile) (mp4v / 0x7634706D), yuv420p, 576x1024 [SAR 1:1 DAR 9:16], 4875 kb/s, 30 fps, 30 tbr, 15360 tbn, 30 tbc (default) Metadata: handler_name : VideoHandler vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (mpeg4 (native) -> h264 (libx264)) Press [q] to stop, [?] for help [libx264 @ 0x5591c57140c0] using SAR=1/1 [libx264 @ 0x5591c57140c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 [libx264 @ 0x5591c57140c0] profile High, level 3.1, 4:2:0, 8-bit [libx264 @ 0x5591c57140c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=25 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00 Output #0, mp4, to '/tmp/converted.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2mp41 encoder : Lavf58.76.100 Stream #0:0(und): Video: h264 (avc1 / 0x31637661), yuv420p(progressive), 576x1024 [SAR 1:1 DAR 9:16], q=2-31, 30 fps, 15360 tbn (default) Metadata: handler_name : VideoHandler vendor_id : [0][0][0][0] encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 235 fps=0.0 q=29.0 size= 512kB time=00:00:05.76 bitrate= 727.4kbits/s speed=11.2x frame= 367 fps=0.0 q=-1.0 Lsize= 1235kB time=00:00:12.13 bitrate= 833.7kbits/s speed=13.2x video:1230kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.414635% [libx264 @ 0x5591c57140c0] frame I:2 Avg QP:15.98 size: 10556 [libx264 @ 0x5591c57140c0] frame P:96 Avg QP:24.03 size: 5304 [libx264 @ 0x5591c57140c0] frame B:269 Avg QP:27.41 size: 2707 [libx264 @ 0x5591c57140c0] consecutive B-frames: 1.1% 1.1% 7.4% 90.5% [libx264 @ 0x5591c57140c0] mb I I16..4: 54.8% 35.1% 10.1% [libx264 @ 0x5591c57140c0] mb P I16..4: 2.1% 6.9% 2.3% P16..4: 6.1% 5.2% 1.9% 0.0% 0.0% skip:75.4% [libx264 @ 0x5591c57140c0] mb B I16..4: 0.5% 0.6% 0.4% B16..8: 12.8% 6.0% 1.0% direct: 0.5% skip:78.3% L0:52.8% L1:45.7% BI: 1.5% [libx264 @ 0x5591c57140c0] 8x8 transform intra:53.4% inter:15.5% [libx264 @ 0x5591c57140c0] coded y,uvDC,uvAC intra: 12.2% 42.8% 37.0% inter: 1.8% 4.5% 3.0% [libx264 @ 0x5591c57140c0] i16 v,h,dc,p: 79% 15% 5% 0% [libx264 @ 0x5591c57140c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 21% 8% 67% 1% 1% 1% 1% 0% 0% [libx264 @ 0x5591c57140c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 31% 15% 38% 3% 2% 4% 2% 3% 2% [libx264 @ 0x5591c57140c0] i8c dc,h,v,p: 54% 17% 27% 2% [libx264 @ 0x5591c57140c0] Weighted P-Frames: Y:0.0% UV:0.0% [libx264 @ 0x5591c57140c0] ref P L0: 56.3% 3.4% 24.7% 15.6% [libx264 @ 0x5591c57140c0] ref B L0: 82.0% 14.4% 3.6% [libx264 @ 0x5591c57140c0] ref B L1: 93.3% 6.7% [libx264 @ 0x5591c57140c0] kb/s:822.99
Version Details
- Version ID
9a70781b13ecafe3b49c98aa7f24373cbe7589f79605c9b48b3c77496a8a1361- Version Created
- December 6, 2023