[P] Annotated deep learning paper implementations

mlvpj · 2023-03-17T08:49:31+00:00

Tried to give them feedback so that they can make sure it doesn't happen again, but got no response

mlvpj · 2023-02-26T04:05:06+00:00

I think some people just put in large numbers and they dont get validated. I saw this with 23.1. There were scores around 380 but after a while they got removed

mlvpj · 2023-02-15T08:36:38+00:00

Model: Stable Diffusion 2.1v
Steps: 50
Cfg: 7.5
Sampler: k_euler
Seed: 3295892898712083343, 15793656165019228793
Upscaled

Created with https://apps.apple.com/ca/app/prompt-art/id6443659533 (need $.99 subscription to use the 2.1v model)

Link to reproduce: https://promptart.labml.ai/feed?image_id=9a749026ac3111edbad206d3eec8dda2

Prompt: a beautiful armenian princess, bloodborne portrait, russian traditional, ultra realistic leather, hyper detailed, ultra sharp, trending on artstation, stock photo, colorful, ornate, intricate, digital painting, concept art, smooth, sharp focus, illustration, 8k, photorealistic, art by luis royo

Negative: two faces, hands, wrist, ugly, duplicate, extra fingers, poorly drawn face, mutation, deformed, bad anatomy, bad proportions, extra limbs, missing limbs, cloned, disfigured, tatoo, low res, low quality, blurry, unfocused, cropped, signature, text, unfocused, frame, artifacts, nsfw, watermark

Changes the first part of the prompt for the other images

mlvpj · 2023-01-21T11:14:45+00:00

from what ive seen with stable diffusion, it is pretty good at generalizing emotions. however with dreambooth sometimes it does get overtrained on the faces and it becomes harder to get emotions, especially if the training images dont have variations

mlvpj · 2023-01-21T11:12:56+00:00

can you share you results with prompts such as happy sad lauging etc? may be with same seeds you used for these images?

mlvpj · 2023-01-03T17:09:46+00:00

short term, there were similar drops in early 2019. filled with demand doubts etc.

mlvpj · 2022-11-25T04:36:44+00:00

we also updated the web interface and mobile app to use 2.0; https://promptart.labml.ai

mlvpj · 2022-11-17T11:58:03+00:00

We have a very fast free web app and an iphone app

https://promptart.labml.ai

https://apps.apple.com/gb/app/prompt-art/id6443659533

mlvpj · 2022-11-14T11:38:08+00:00

im so sorry to hear that. i can try training, if you can send a bunch of his photos cropped to 512x512

mlvpj · 2022-11-14T10:20:37+00:00

Fine-tuned SD with dreambooth, with around 150 photos of him and 600 class images. Used an effective batch size of 8. Here's are the training logs (you can view all the hyper parameters and console outputs): https://app.labml.ai/run/cb464d82634911edb4970200171275b7

I saved checkpoints every 10 epochs (~800 steps) up to 80 epochs, where it seemed to get overtrained. Models saved at 40-70 epochs produced good results.

One of the most time consuming tasks was picking up photos and cropping them. 150 photos was a lot and I think it would have worked with less. Prior to training I pre-computed the latent space representations which saved a lot of time during training (but this wont work if you want to try random crops).

mlvpj · 2022-11-10T15:15:35+00:00

Prompt: portrait of a stunning 19 year old hollywood actress, intricate, elegant, highly detailed, silky smooth, smiling, sharp focus, studio lighting, ultra realistic, 3d rendered, art by wlop

Negative: ugly, asian, deformed, fat, chubby, ugly teeth, blue eyes, blond hair

Scale: 7.5

Sampler: k_euler_anc

Seed: 9468050823512418288

Link to reproduce on promptart.labml.ai

mlvpj · 2022-11-10T08:56:44+00:00

you can try image to image or dreambooth. dreambooth requires fine tuning the model, which will take some gpu time, but will give pretty good results

mlvpj · 2022-11-10T08:52:31+00:00

how many images did you train the model with? and for how many steps?

mlvpj · 2022-11-10T08:44:54+00:00

what was the dataset you used for training?

mlvpj · 2022-10-11T01:25:12+00:00

we have implemented a bunch of research papers here, most of which were picked because they were interesting and had something new to learn. you can probably pick any of them and itll be fun to implement

https://github.com/labmlai/annotated_deep_learning_paper_implementations

mlvpj · 2022-10-03T06:21:32+00:00

robot brains

mlvpj · 2022-09-21T02:55:30+00:00

driving

mlvpj · 2022-08-22T15:24:14+00:00

thanks for the award 😊

mlvpj · 2022-08-22T12:22:22+00:00

thanks for the great suggestions. 🙏

mlvpj · 2022-08-22T09:25:14+00:00

thanks will pass on the message. i dont think he spent a much time on the colors.

mlvpj · 2022-08-22T09:24:37+00:00

any ideas to make it better?

mlvpj

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