wonjongg/stylecarigan 🖼️❓ → 🖼️

▶️ 5.4K runs 📅 Sep 2021 ⚙️ Cog 0.4.4 🔗 GitHub 📄 Paper ⚖️ License
caricature image-to-image

About

Caricature Generation via StyleGAN Feature Map Modulation

Example Output

Output

[object Object]

Performance Metrics

All Input Parameters
{
  "image": "https://replicate.delivery/mgxm/8e92af0c-4d58-4434-a1c3-dd26c3f23e6c/1.png",
  "num_samples": "4",
  "output_type": "png"
}
Input Parameters
image (required) Type: string
Input image, only supports images with .png and .jpg extensions
num_samples Default: 1
Valid when output_type is png. Choose number of samples to view in a grid
output_type Default: png
Output a png file with num_samples in a grid, or a zip file with all 64 samples
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
optimizing w

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optimizing w: loss_pixel: 0.7934; loss_feature: 3.7670:   0%|          | 0/250 [00:00<?, ?it/s]

optimizing w: loss_pixel: 0.7934; loss_feature: 3.7670:   0%|          | 1/250 [00:00<00:53,  4.68it/s]

optimizing w: loss_pixel: 0.7682; loss_feature: 3.8448:   0%|          | 1/250 [00:00<00:53,  4.68it/s]

optimizing w: loss_pixel: 0.7682; loss_feature: 3.8448:   1%|          | 2/250 [00:00<00:42,  5.87it/s]

optimizing w: loss_pixel: 1.0069; loss_feature: 3.9013:   1%|          | 2/250 [00:00<00:42,  5.87it/s]

optimizing w: loss_pixel: 1.0069; loss_feature: 3.9013:   1%|1         | 3/250 [00:00<00:38,  6.43it/s]

optimizing w: loss_pixel: 0.7602; loss_feature: 3.8232:   1%|1         | 3/250 [00:00<00:38,  6.43it/s]

optimizing w: loss_pixel: 0.7602; loss_feature: 3.8232:   2%|1         | 4/250 [00:00<00:36,  6.77it/s]

optimizing w: loss_pixel: 0.9116; loss_feature: 3.6387:   2%|1         | 4/250 [00:00<00:36,  6.77it/s]

optimizing w: loss_pixel: 0.9116; loss_feature: 3.6387:   2%|2         | 5/250 [00:00<00:35,  6.98it/s]

optimizing w: loss_pixel: 0.9202; loss_feature: 3.6004:   2%|2         | 5/250 [00:00<00:35,  6.98it/s]

optimizing w: loss_pixel: 0.9202; loss_feature: 3.6004:   2%|2         | 6/250 [00:00<00:34,  7.12it/s]

optimizing w: loss_pixel: 0.6813; loss_feature: 3.8083:   2%|2         | 6/250 [00:00<00:34,  7.12it/s]

optimizing w: loss_pixel: 0.6813; loss_feature: 3.8083:   3%|2         | 7/250 [00:00<00:33,  7.22it/s]

optimizing w: loss_pixel: 0.6189; loss_feature: 3.8143:   3%|2         | 7/250 [00:01<00:33,  7.22it/s]

optimizing w: loss_pixel: 0.6189; loss_feature: 3.8143:   3%|3         | 8/250 [00:01<00:33,  7.30it/s]

optimizing w: loss_pixel: 0.9602; loss_feature: 3.8682:   3%|3         | 8/250 [00:01<00:33,  7.30it/s]

optimizing w: loss_pixel: 0.9602; loss_feature: 3.8682:   4%|3         | 9/250 [00:01<00:32,  7.37it/s]

optimizing w: loss_pixel: 1.1020; loss_feature: 3.7113:   4%|3         | 9/250 [00:01<00:32,  7.37it/s]

optimizing w: loss_pixel: 1.1020; loss_feature: 3.7113:   4%|4         | 10/250 [00:01<00:32,  7.42it/s]

optimizing w: loss_pixel: 0.7938; loss_feature: 3.7588:   4%|4         | 10/250 [00:01<00:32,  7.42it/s]

optimizing w: loss_pixel: 0.7938; loss_feature: 3.7588:   4%|4         | 11/250 [00:01<00:31,  7.47it/s]

optimizing w: loss_pixel: 0.9697; loss_feature: 3.7959:   4%|4         | 11/250 [00:01<00:31,  7.47it/s]

optimizing w: loss_pixel: 0.9697; loss_feature: 3.7959:   5%|4         | 12/250 [00:01<00:31,  7.51it/s]

optimizing w: loss_pixel: 1.0211; loss_feature: 3.5163:   5%|4         | 12/250 [00:01<00:31,  7.51it/s]

optimizing w: loss_pixel: 1.0211; loss_feature: 3.5163:   5%|5         | 13/250 [00:01<00:31,  7.54it/s]

optimizing w: loss_pixel: 0.5411; loss_feature: 3.6139:   5%|5         | 13/250 [00:01<00:31,  7.54it/s]

optimizing w: loss_pixel: 0.5411; loss_feature: 3.6139:   6%|5         | 14/250 [00:01<00:31,  7.57it/s]

optimizing w: loss_pixel: 0.8036; loss_feature: 3.7163:   6%|5         | 14/250 [00:01<00:31,  7.57it/s]

optimizing w: loss_pixel: 0.8036; loss_feature: 3.7163:   6%|6         | 15/250 [00:01<00:31,  7.58it/s]

optimizing w: loss_pixel: 0.6267; loss_feature: 3.5681:   6%|6         | 15/250 [00:02<00:31,  7.58it/s]

optimizing w: loss_pixel: 0.6267; loss_feature: 3.5681:   6%|6         | 16/250 [00:02<00:30,  7.61it/s]

optimizing w: loss_pixel: 0.8688; loss_feature: 3.7778:   6%|6         | 16/250 [00:02<00:30,  7.61it/s]

optimizing w: loss_pixel: 0.8688; loss_feature: 3.7778:   7%|6         | 17/250 [00:02<00:30,  7.62it/s]

optimizing w: loss_pixel: 1.1054; loss_feature: 3.6137:   7%|6         | 17/250 [00:02<00:30,  7.62it/s]

optimizing w: loss_pixel: 1.1054; loss_feature: 3.6137:   7%|7         | 18/250 [00:02<00:30,  7.65it/s]

optimizing w: loss_pixel: 1.0096; loss_feature: 3.8853:   7%|7         | 18/250 [00:02<00:30,  7.65it/s]

optimizing w: loss_pixel: 1.0096; loss_feature: 3.8853:   8%|7         | 19/250 [00:02<00:30,  7.66it/s]

optimizing w: loss_pixel: 0.9426; loss_feature: 3.2381:   8%|7         | 19/250 [00:02<00:30,  7.66it/s]

optimizing w: loss_pixel: 0.9426; loss_feature: 3.2381:   8%|8         | 20/250 [00:02<00:29,  7.67it/s]

optimizing w: loss_pixel: 0.7127; loss_feature: 3.4304:   8%|8         | 20/250 [00:02<00:29,  7.67it/s]

optimizing w: loss_pixel: 0.7127; loss_feature: 3.4304:   8%|8         | 21/250 [00:02<00:29,  7.69it/s]

optimizing w: loss_pixel: 0.8944; loss_feature: 4.2830:   8%|8         | 21/250 [00:02<00:29,  7.69it/s]

optimizing w: loss_pixel: 0.8944; loss_feature: 4.2830:   9%|8         | 22/250 [00:02<00:29,  7.70it/s]

optimizing w: loss_pixel: 0.8506; loss_feature: 4.0462:   9%|8         | 22/250 [00:02<00:29,  7.70it/s]

optimizing w: loss_pixel: 0.8506; loss_feature: 4.0462:   9%|9         | 23/250 [00:02<00:29,  7.71it/s]

optimizing w: loss_pixel: 0.5493; loss_feature: 3.1136:   9%|9         | 23/250 [00:03<00:29,  7.71it/s]

optimizing w: loss_pixel: 0.5493; loss_feature: 3.1136:  10%|9         | 24/250 [00:03<00:29,  7.72it/s]

optimizing w: loss_pixel: 0.7558; loss_feature: 3.5572:  10%|9         | 24/250 [00:03<00:29,  7.72it/s]

optimizing w: loss_pixel: 0.7558; loss_feature: 3.5572:  10%|#         | 25/250 [00:03<00:29,  7.73it/s]

optimizing w: loss_pixel: 0.5158; loss_feature: 3.2488:  10%|#         | 25/250 [00:03<00:29,  7.73it/s]

optimizing w: loss_pixel: 0.5158; loss_feature: 3.2488:  10%|#         | 26/250 [00:03<00:28,  7.74it/s]

optimizing w: loss_pixel: 0.9461; loss_feature: 3.6123:  10%|#         | 26/250 [00:03<00:28,  7.74it/s]

optimizing w: loss_pixel: 0.9461; loss_feature: 3.6123:  11%|#         | 27/250 [00:03<00:28,  7.75it/s]

optimizing w: loss_pixel: 0.5718; loss_feature: 3.7637:  11%|#         | 27/250 [00:03<00:28,  7.75it/s]

optimizing w: loss_pixel: 0.5718; loss_feature: 3.7637:  11%|#1        | 28/250 [00:03<00:28,  7.75it/s]

optimizing w: loss_pixel: 0.5177; loss_feature: 3.4541:  11%|#1        | 28/250 [00:03<00:28,  7.75it/s]

optimizing w: loss_pixel: 0.5177; loss_feature: 3.4541:  12%|#1        | 29/250 [00:03<00:28,  7.76it/s]

optimizing w: loss_pixel: 0.8081; loss_feature: 3.3848:  12%|#1        | 29/250 [00:03<00:28,  7.76it/s]

optimizing w: loss_pixel: 0.8081; loss_feature: 3.3848:  12%|#2        | 30/250 [00:03<00:28,  7.77it/s]

optimizing w: loss_pixel: 0.7924; loss_feature: 3.5537:  12%|#2        | 30/250 [00:03<00:28,  7.77it/s]

optimizing w: loss_pixel: 0.7924; loss_feature: 3.5537:  12%|#2        | 31/250 [00:04<00:28,  7.77it/s]

optimizing w: loss_pixel: 0.7984; loss_feature: 3.5193:  12%|#2        | 31/250 [00:04<00:28,  7.77it/s]

optimizing w: loss_pixel: 0.7984; loss_feature: 3.5193:  13%|#2        | 32/250 [00:04<00:28,  7.78it/s]

optimizing w: loss_pixel: 0.7183; loss_feature: 4.0197:  13%|#2        | 32/250 [00:04<00:28,  7.78it/s]

optimizing w: loss_pixel: 0.7183; loss_feature: 4.0197:  13%|#3        | 33/250 [00:04<00:27,  7.78it/s]

optimizing w: loss_pixel: 0.7144; loss_feature: 3.6309:  13%|#3        | 33/250 [00:04<00:27,  7.78it/s]

optimizing w: loss_pixel: 0.7144; loss_feature: 3.6309:  14%|#3        | 34/250 [00:04<00:27,  7.79it/s]

optimizing w: loss_pixel: 0.6366; loss_feature: 3.5392:  14%|#3        | 34/250 [00:04<00:27,  7.79it/s]

optimizing w: loss_pixel: 0.6366; loss_feature: 3.5392:  14%|#4        | 35/250 [00:04<00:27,  7.79it/s]

optimizing w: loss_pixel: 0.6279; loss_feature: 3.3970:  14%|#4        | 35/250 [00:04<00:27,  7.79it/s]

optimizing w: loss_pixel: 0.6279; loss_feature: 3.3970:  14%|#4        | 36/250 [00:04<00:27,  7.80it/s]

optimizing w: loss_pixel: 0.9659; loss_feature: 3.8157:  14%|#4        | 36/250 [00:04<00:27,  7.80it/s]

optimizing w: loss_pixel: 0.9659; loss_feature: 3.8157:  15%|#4        | 37/250 [00:04<00:27,  7.80it/s]

optimizing w: loss_pixel: 0.6543; loss_feature: 4.1070:  15%|#4        | 37/250 [00:04<00:27,  7.80it/s]

optimizing w: loss_pixel: 0.6543; loss_feature: 4.1070:  15%|#5        | 38/250 [00:04<00:27,  7.80it/s]

optimizing w: loss_pixel: 0.6525; loss_feature: 3.2327:  15%|#5        | 38/250 [00:05<00:27,  7.80it/s]

optimizing w: loss_pixel: 0.6525; loss_feature: 3.2327:  16%|#5        | 39/250 [00:05<00:27,  7.81it/s]

optimizing w: loss_pixel: 0.4358; loss_feature: 3.4120:  16%|#5        | 39/250 [00:05<00:27,  7.81it/s]

optimizing w: loss_pixel: 0.4358; loss_feature: 3.4120:  16%|#6        | 40/250 [00:05<00:26,  7.81it/s]

optimizing w: loss_pixel: 0.6302; loss_feature: 3.4205:  16%|#6        | 40/250 [00:05<00:26,  7.81it/s]

optimizing w: loss_pixel: 0.6302; loss_feature: 3.4205:  16%|#6        | 41/250 [00:05<00:26,  7.81it/s]

optimizing w: loss_pixel: 0.6348; loss_feature: 3.8842:  16%|#6        | 41/250 [00:05<00:26,  7.81it/s]

optimizing w: loss_pixel: 0.6348; loss_feature: 3.8842:  17%|#6        | 42/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.8909; loss_feature: 3.7292:  17%|#6        | 42/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.8909; loss_feature: 3.7292:  17%|#7        | 43/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.8520; loss_feature: 3.7243:  17%|#7        | 43/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.8520; loss_feature: 3.7243:  18%|#7        | 44/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.7912; loss_feature: 3.4142:  18%|#7        | 44/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.7912; loss_feature: 3.4142:  18%|#8        | 45/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.5287; loss_feature: 3.1141:  18%|#8        | 45/250 [00:05<00:26,  7.82it/s]

optimizing w: loss_pixel: 0.5287; loss_feature: 3.1141:  18%|#8        | 46/250 [00:05<00:26,  7.83it/s]

optimizing w: loss_pixel: 0.6788; loss_feature: 3.2908:  18%|#8        | 46/250 [00:06<00:26,  7.83it/s]

optimizing w: loss_pixel: 0.6788; loss_feature: 3.2908:  19%|#8        | 47/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.7171; loss_feature: 3.6832:  19%|#8        | 47/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.7171; loss_feature: 3.6832:  19%|#9        | 48/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.5245; loss_feature: 3.5418:  19%|#9        | 48/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.5245; loss_feature: 3.5418:  20%|#9        | 49/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.7942; loss_feature: 3.4814:  20%|#9        | 49/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.7942; loss_feature: 3.4814:  20%|##        | 50/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.6157; loss_feature: 3.2146:  20%|##        | 50/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.6157; loss_feature: 3.2146:  20%|##        | 51/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.7912; loss_feature: 3.6059:  20%|##        | 51/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.7912; loss_feature: 3.6059:  21%|##        | 52/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.8262; loss_feature: 3.4572:  21%|##        | 52/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.8262; loss_feature: 3.4572:  21%|##1       | 53/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.6424; loss_feature: 3.1776:  21%|##1       | 53/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.6424; loss_feature: 3.1776:  22%|##1       | 54/250 [00:06<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.8700; loss_feature: 3.3984:  22%|##1       | 54/250 [00:07<00:25,  7.83it/s]

optimizing w: loss_pixel: 0.8700; loss_feature: 3.3984:  22%|##2       | 55/250 [00:07<00:24,  7.83it/s]

optimizing w: loss_pixel: 0.9091; loss_feature: 3.2255:  22%|##2       | 55/250 [00:07<00:24,  7.83it/s]

optimizing w: loss_pixel: 0.9091; loss_feature: 3.2255:  22%|##2       | 56/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.8466; loss_feature: 3.2150:  22%|##2       | 56/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.8466; loss_feature: 3.2150:  23%|##2       | 57/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.6869; loss_feature: 3.2345:  23%|##2       | 57/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.6869; loss_feature: 3.2345:  23%|##3       | 58/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.8698; loss_feature: 3.3638:  23%|##3       | 58/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.8698; loss_feature: 3.3638:  24%|##3       | 59/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.6262; loss_feature: 3.3919:  24%|##3       | 59/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.6262; loss_feature: 3.3919:  24%|##4       | 60/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.5899; loss_feature: 3.5870:  24%|##4       | 60/250 [00:07<00:24,  7.84it/s]

optimizing w: loss_pixel: 0.5899; loss_feature: 3.5870:  24%|##4       | 61/250 [00:07<00:24,  7.85it/s]

optimizing w: loss_pixel: 0.7473; loss_feature: 3.3323:  24%|##4       | 61/250 [00:07<00:24,  7.85it/s]

optimizing w: loss_pixel: 0.7473; loss_feature: 3.3323:  25%|##4       | 62/250 [00:07<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6754; loss_feature: 3.3882:  25%|##4       | 62/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6754; loss_feature: 3.3882:  25%|##5       | 63/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.7115; loss_feature: 3.5083:  25%|##5       | 63/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.7115; loss_feature: 3.5083:  26%|##5       | 64/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6243; loss_feature: 3.4427:  26%|##5       | 64/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6243; loss_feature: 3.4427:  26%|##6       | 65/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.5032; loss_feature: 3.2753:  26%|##6       | 65/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.5032; loss_feature: 3.2753:  26%|##6       | 66/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6339; loss_feature: 3.7077:  26%|##6       | 66/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6339; loss_feature: 3.7077:  27%|##6       | 67/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.8416; loss_feature: 3.4139:  27%|##6       | 67/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.8416; loss_feature: 3.4139:  27%|##7       | 68/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.5558; loss_feature: 3.2330:  27%|##7       | 68/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.5558; loss_feature: 3.2330:  28%|##7       | 69/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6152; loss_feature: 3.5528:  28%|##7       | 69/250 [00:08<00:23,  7.85it/s]

optimizing w: loss_pixel: 0.6152; loss_feature: 3.5528:  28%|##8       | 70/250 [00:08<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.5909; loss_feature: 3.6918:  28%|##8       | 70/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.5909; loss_feature: 3.6918:  28%|##8       | 71/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.6057; loss_feature: 3.4918:  28%|##8       | 71/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.6057; loss_feature: 3.4918:  29%|##8       | 72/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.4992; loss_feature: 3.0567:  29%|##8       | 72/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.4992; loss_feature: 3.0567:  29%|##9       | 73/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.5600; loss_feature: 3.1704:  29%|##9       | 73/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.5600; loss_feature: 3.1704:  30%|##9       | 74/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.5761; loss_feature: 3.2863:  30%|##9       | 74/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.5761; loss_feature: 3.2863:  30%|###       | 75/250 [00:09<00:22,  7.85it/s]

optimizing w: loss_pixel: 0.6907; loss_feature: 3.3127:  30%|###       | 75/250 [00:09<00:22,  7.85it/s]

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Version Details
Version ID
9f3f7680a746791fb05c52523883403b3cfa663ad87371db24760f255a2a0247
Version Created
October 4, 2022
Run on Replicate →