zsxkib/talknet-asd 🔢🖼️✓ → ❓

▶️ 212 runs 📅 Mar 2024 ⚙️ Cog v0.9.5+dev 🔗 GitHub 📄 Paper ⚖️ License
active-speaker-detection face-detection video-object-tracking

About

🗣️ TalkNet-ASD: Detect who is speaking in a video

Example Output

Output

{"media_path":["https://replicate.delivery/pbxt/WDOkyhvff5qxH0dQmDd9WOG1rT1kI0oTLHLQXE2mBzU4HXwSA/video_out.mp4","https://replicate.delivery/pbxt/fOdIf5A2l8v7Qkkr3XqQGz0bxtOCXiMfvXDPnc4bPfaif4CWC/00000.mp4","https://replicate.delivery/pbxt/N97mhPXbMRKrEp6UKxtyqfhBtf415sPPCeAkjGffJhEAfxFsE/00001.mp4"]}

Performance Metrics

114.50s Prediction Time
374.51s Total Time
All Input Parameters 
{
  "start": 0,
  "video": "https://replicate.delivery/pbxt/KUjguhc1e9L8mC40dd8Ub8lnLiQtjOLYvgsuuWNbQmLmfmXX/Untitled.mp4",
  "duration": 0,
  "min_track": 10,
  "crop_scale": 0.4,
  "return_json": false,
  "min_face_size": 1,
  "face_det_scale": 0.25,
  "num_failed_det": 10,
  "return_boundingbox_percentages": false
}
Input Parameters
start Type: integerDefault: 0Range: 0 - ∞
The start time of the video
video (required) Type: string
Path to the video
duration Type: integerDefault: -1
The duration of the video, when set as -1, will extract the whole video
min_track Type: integerDefault: 10
Number of min frames for each shot
crop_scale Type: numberDefault: 0.4Range: 0 - 1
Scale bounding box
return_json Type: booleanDefault: true
Return results in json format
min_face_size Type: integerDefault: 1Range: 1 - ∞
Minimum face size in pixels
face_det_scale Type: numberDefault: 0.25Range: 0 - 1
Scale factor for face detection, the frames will be scaled to 0.25 of the original
num_failed_det Type: integerDefault: 10Range: 1 - ∞
Number of missed detections allowed before tracking is stopped
return_boundingbox_percentages Type: booleanDefault: false
Return bounding box coordinates as percentages of the video width and height
Output Schema
json_str Type: string
Json Str
media_path Type: arrayItems: string
Media Path
Example Execution Logs 
Command output: 05-02 16:31:13 Model para number = 15.01
Command errors: 2024-05-02 16:30:06 Extract the video and save in demo/tmpz6b4dky8Untitled/pyavi/video.avi
2024-05-02 16:30:06 Extract the audio and save in demo/tmpz6b4dky8Untitled/pyavi/audio.wav
2024-05-02 16:30:10 Extract the frames and save in demo/tmpz6b4dky8Untitled/pyframes
VideoManager is deprecated and will be removed.
`base_timecode` argument is deprecated and has no effect.
demo/tmpz6b4dky8Untitled/pyavi/video.avi - scenes detected 1
2024-05-02 16:30:15 Scene detection and save in demo/tmpz6b4dky8Untitled/pywork
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2024-05-02 16:30:51 Face detection and save in demo/tmpz6b4dky8Untitled/pywork
2024-05-02 16:30:51 Face track and detected 2 tracks
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2024-05-02 16:31:13 Face Crop and saved in demo/tmpz6b4dky8Untitled/pycrop tracks
Model pretrain_TalkSet.model loaded from previous state!
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Version Details
Version ID
b20bdfcce1be27c550c2639ed70f5e09add4722d5589b07bf61ffb3b773c0517
Version Created
May 1, 2024
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