zylim0702/disaster-detection-vision 🔢🖼️ → 🖼️

▶️ 47 runs 📅 Jun 2025 ⚙️ Cog 0.15.1
disaster-detection video-object-detection video-to-video

About

Example Output

Output

Performance Metrics

5.42s Prediction Time
78.96s Total Time
All Input Parameters
{
  "conf": 0.38,
  "video": "https://replicate.delivery/pbxt/N7FdLrwtyeSXvtUcDeA3YeVllQTHpk6RNpqtbPrdzPoJMAvX/video_test_1.mp4"
}
Input Parameters
conf Type: numberDefault: 0.1Range: 0 - 1
Minimum confidence threshold for detection (0.0 – 1.0)
video (required) Type: string
Path to the input video (.mp4, .avi, etc.)
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
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 'outputs/tmpqvt4k439video_test_1.mp4':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2mp41
encoder         : Lavf59.27.100
Duration: 00:00:06.00, start: 0.000000, bitrate: 36814 kb/s
Stream #0:0(und): Video: mpeg4 (Simple Profile) (mp4v / 0x7634706D), yuv420p, 1280x720 [SAR 1:1 DAR 16:9], 36811 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 @ 0x5e7935a8d240] using SAR=1/1
[libx264 @ 0x5e7935a8d240] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512
[libx264 @ 0x5e7935a8d240] profile High, level 3.1, 4:2:0, 8-bit
[libx264 @ 0x5e7935a8d240] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=2 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=6 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=1 keyint=250 keyint_min=25 scenecut=40 intra_refresh=0 rc_lookahead=30 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 'outputs/tmpqvt4k439video_test_1_h264.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), 1280x720 [SAR 1:1 DAR 16:9], 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=   96 fps=0.0 q=29.0 size=    1536kB time=00:00:01.46 bitrate=8579.1kbits/s speed=2.81x
frame=  169 fps=165 q=29.0 size=    4096kB time=00:00:03.90 bitrate=8603.7kbits/s speed= 3.8x
frame=  180 fps=133 q=-1.0 Lsize=    6093kB time=00:00:05.90 bitrate=8459.3kbits/s speed=4.36x
video:6090kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.049473%
[libx264 @ 0x5e7935a8d240] frame I:1     Avg QP:24.96  size:176794
[libx264 @ 0x5e7935a8d240] frame P:62    Avg QP:25.26  size: 79872
[libx264 @ 0x5e7935a8d240] frame B:117   Avg QP:30.30  size:  9455
[libx264 @ 0x5e7935a8d240] consecutive B-frames: 10.0%  8.9%  3.3% 77.8%
[libx264 @ 0x5e7935a8d240] mb I  I16..4:  6.7% 90.8%  2.6%
[libx264 @ 0x5e7935a8d240] mb P  I16..4:  0.3%  1.7%  0.4%  P16..4: 34.1% 27.9% 22.8%  0.0%  0.0%    skip:12.8%
[libx264 @ 0x5e7935a8d240] mb B  I16..4:  0.2%  0.9%  0.0%  B16..8: 28.2% 10.7%  1.0%  direct: 9.8%  skip:49.1%  L0:39.0% L1:25.8% BI:35.2%
[libx264 @ 0x5e7935a8d240] 8x8 transform intra:79.7% inter:39.5%
[libx264 @ 0x5e7935a8d240] coded y,uvDC,uvAC intra: 69.6% 61.1% 22.3% inter: 28.2% 17.7% 2.1%
[libx264 @ 0x5e7935a8d240] i16 v,h,dc,p: 13% 42% 34% 10%
[libx264 @ 0x5e7935a8d240] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 10% 26% 43%  3%  3%  3%  4%  2%  6%
[libx264 @ 0x5e7935a8d240] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 21% 22% 19%  6%  6%  8%  7%  5%  7%
[libx264 @ 0x5e7935a8d240] i8c dc,h,v,p: 56% 24% 16%  4%
[libx264 @ 0x5e7935a8d240] Weighted P-Frames: Y:6.5% UV:0.0%
[libx264 @ 0x5e7935a8d240] ref P L0: 78.5% 21.5%
[libx264 @ 0x5e7935a8d240] ref B L0: 84.0% 16.0%
[libx264 @ 0x5e7935a8d240] ref B L1: 98.7%  1.3%
[libx264 @ 0x5e7935a8d240] kb/s:8313.36
Version Details
Version ID
7be15686cd8c8b29be48b4dde461aa10f0953a82744d713716124fdd1680b734
Version Created
June 2, 2025
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