Dreambooth and Betta Fish

Generating Betta Fish!
Created on January 10|Last edited on January 10
Comment
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Fine-tuning Stable Diffusion to generate Betta Fish imagesSample Results
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Fine-tuning Stable Diffusion to generate Betta Fish images﻿
We used a parameter sweep (random search) to find good results. The dataset contained 16 images of Betta Fish, downloaded from Google (Download). 
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method: random
metric:
  goal: maximize
  name: dummy
name: betta_sweep
parameters:
  beta_end:
    distribution: uniform
    max: 0.1
    min: 0.005
  beta_start:
    distribution: uniform
    max: 0.001
    min: 0.0001
  latent_multiplier:
    distribution: uniform
    max: 0.2
    min: 0.12
  learning_rate:
    distribution: uniform
    max: 0.0001
    min: 1e-07
  max_train_steps:
    values:
      - 100
      - 200
      - 300
      - 400
      - 500
      - 600
      - 700
  num_train_timesteps:
    values:
      - 100
      - 200
      - 300
      - 400
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Sample ResultsPrompt: a professional watercolor painting of blue and purple b_betta_fish fish
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project("mtaesiri", "dreambooth-betta").artifactVersion("run-t4r1ohq1-Table", "v0").file("media/images/aebbc37d51452b36548d.png")
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project("mtaesiri", "dreambooth-betta").artifactVersion("run-t4r1ohq1-Table", "v0").file("media/images/7b3da3d58fce32e2a20c.png")
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project("mtaesiri", "dreambooth-betta").artifactVersion("run-t4r1ohq1-Table", "v0").file("media/images/db3cf94319667a6d9895.png")
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project("mtaesiri", "dreambooth-betta").artifactVersion("run-t4r1ohq1-Table", "v0").file("media/images/ecb04dba6862a8778c19.png")
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project("mtaesiri", "dreambooth-betta").artifactVersion("run-t4r1ohq1-Table", "v0").file("media/images/31bbc971585b05c46cbf.png")
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