ouhenio/stylegan3-clip 🔢📝❓ → 🖼️

▶️ 6.9K runs 📅 Oct 2021 ⚙️ Cog 0.4.4 🔗 GitHub

faces text-to-image text-to-video

About

stylegan3 + clip

Example Output

Output

[object Object]

Performance Metrics

777878.59s Total Time

All Input Parameters

{
  "seed": 80,
  "steps": 300,
  "model_name": "AFHQv2",
  "output_type": "mp4",
  "video_length": 10
}

Input Parameters

seed Type: integerDefault: 2: set -1 for random seed
steps Type: integerDefault: 200Range: 1 - ∞: sampling steps, for FFHQ and MetFaces models, recommended to set <= 100 to avoid time out
texts (required) Type: string: Enter here a prompt to guide the image generation. You can enter more than one prompt separated with |, which will cause the guidance to focus on the different prompts at the same time, allowing to mix and play with the generation process.
model_name Default: FFHQ: choose model: FFHQ: human faces, MetFaces: human faces from works of art, AFHGv2: animal faces
output_type Default: mp4: choose output the final image or a video
video_length Type: integerDefault: 10Range: 1 - 20: choose video length, valid if output is mp4
learning_rate Type: numberDefault: 0.05: learning rate

Output Schema

Output

Type: array • Items Type: string • Items Format: uri

Example Execution Logs

Image 0/300 | Current loss: 0.8320050239562988
Image 10/300 | Current loss: 0.7644549608230591
Image 20/300 | Current loss: 0.7287265658378601
Image 30/300 | Current loss: 0.7081943154335022
Image 40/300 | Current loss: 0.7024062275886536
Image 50/300 | Current loss: 0.7005965709686279
Image 60/300 | Current loss: 0.685562789440155
Image 70/300 | Current loss: 0.677058219909668
Image 80/300 | Current loss: 0.6771623492240906
Image 90/300 | Current loss: 0.6823318004608154
Image 100/300 | Current loss: 0.6787564754486084
Image 110/300 | Current loss: 0.6728847622871399
Image 120/300 | Current loss: 0.6673204898834229
Image 130/300 | Current loss: 0.6681848764419556
Image 140/300 | Current loss: 0.6639760732650757
Image 150/300 | Current loss: 0.6674928069114685
Image 160/300 | Current loss: 0.6638803482055664
Image 170/300 | Current loss: 0.6638708710670471
Image 180/300 | Current loss: 0.6676520109176636
Image 190/300 | Current loss: 0.6674977540969849
Image 200/300 | Current loss: 0.6618833541870117
Image 210/300 | Current loss: 0.6529272198677063
Image 220/300 | Current loss: 0.6570501923561096
Image 230/300 | Current loss: 0.6562023162841797
Image 240/300 | Current loss: 0.6457749605178833
Image 250/300 | Current loss: 0.6406865119934082
Image 260/300 | Current loss: 0.6444882154464722
Image 270/300 | Current loss: 0.6502618789672852
Image 280/300 | Current loss: 0.6458879709243774
Image 290/300 | Current loss: 0.6471269726753235
Generating video...

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The video is ready

Version Details

Version ID: ea140df26b604c05bb15317843fa2a40f7769ce0c56ec2f307acf7168f9088ce
Version Created: October 5, 2022

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