model was created as a compact analog of popular models that delete a screenton in the process of overlaying a new screenton.

Speed(image:1441x2048, video card: 3060 12gb)

  1x_wtp_descreentone_compact: 1.2 sec.

wtp_descreentone_compact

Purpose: pre-workout to speed up your workouts

While experimenting with color models for cugan, I just ran into problems that the official models are not imported correctly and have additional processing in addition to resizing. As a result, for my project I trained 2 x cugans for neosr; only resizing losses were applied to the dataset `(“lanczos”, “bicubic”, “bilenear”, “HAMMING”, “NEAREST”)`

wtp manga cover pretrained

Purpose: remove paper texture and screentone from independent manga scans

Well, I don’t even know how to describe it, a small breakthrough in my war with self-scans, I’m still not very happy with it, but maybe the lump will come in handy one day https://discord.com/channels/547949405949657098/547949806761410560/1204387665798103050

DWTP DP dat2 beta

Purpose: remove paper texture and screentone from independent manga scans

This is my first model for this, it can be said to remove poorly https://discord.com/channels/547949405949657098/1159598245417332796/1185562840304721921

DWTP DS dat2 v1

DAT descreenton model, designed to reduce discrepancies on tiles due to too much loss of the first version, while getting rid of the removal of paper texture https://discord.com/channels/547949405949657098/944307589284495410/1192058535257854042

DWTP DS dat2 v3

Purpose: remove screentone

in some places an improved version 4x_DWTP_DS_dat2_v3 one of my friends likes it less than 3 and another more so here is v3_2

[raw](https://media.discordapp.net/attachments/771403403372527656/1201288063666634842/raw.png?ex=65d28031&is=65c00b31&hm=3400b1731a8907aec6315da5513e4e3b02ac162c160f990ec780d54451e39ea1&=&format=webp&quality=lossless&width=323&height=459) - [v3](https://cdn.discordapp.com/attachments/771403403372527656/1201288064077660271/dat3.png?ex=65d28031&is=65c00b31&hm=6211a2344c4b6e53cafe6f4618aecd4c48c6c48babba4ca2c9fa5c980ab1e665&) - [v3.2](https://cdn.discordapp.com/attachments/771403403372527656/1201288064492904528/dat4.png?ex=65d28031&is=65c00b31&hm=294a2145d28e31d3f9b9dbbf92cbc15ea90694e2ab18a49d386e2c8ce6969aa0&)

p.s. Sorry for the size of all this and examples with links, it was just easier with real examples, and I don’t have the opportunity to try something with all of them now

DWTP DS dat2 v3 2

I've been experimenting a lot since the last descripton was released to save even more detail, and to get rid of some of the beginner's soreness. All three models are not yet perfect and I will develop them, but what is the essence of the three models, the models on omni is just a division of VL eats less large screenton, VH is just a re-trained model on a modified dataset and with VL as a prevoritolnoy shadowing that it would demolish more screenton, while not going to demolish all the textures and very large screenton. Esrgan model was trained on a dataset VH for use in the colab, it works in some places worse than Omni, so could not fight with overlapping screenton.

DWTP_descreenton_H_esrgan

DWTP_descreenton_VH4

DWTP_descreenton_VL4

Purpose: manga screentone removal

I haven’t shared models for a long time, I think one of these days I’ll upload a dat version and a less accurate esrgan. This version of the model was meant to be an attempt to get as much detail out of the scans as possible while removing the screentone, so some things had to be sacrificed, but overall it is better than all my previous models combined in terms of accuracy and tone.

[**examples**](https://slow.pics/c/zbOGXoDv)
[colab which contains the rest of my models](https://colab.research.google.com/drive/1w8fgsmh9fcHDtpQnYy77aKgpHEWlKpj-?usp=sharing#scrollTo=aYbqM1pWkPTT)
||In general, this is a collab for convenient scaling of manga in the ru segment of translators and there are other people’s models there, if I suddenly added someone else’s model that has a license, please let me know, I’ll correct it||

DWTP ds esrgan 5

The model was trained for some tests, but maybe someone will need to remove a screentone with a color image; in addition to the screentone, it can handle small halftones quite well

WTP ColorDS

I just decided to finish off the previous one, made the manga design more clear and corrected the deviation in color temperature by adding a more diverse set of colors

WTP UDS Esrgan

In general, what was the point? The project was conceived for a manga scale with a screentone using the method of superimposing a new screentone, but for this the old screentone must be removed, but this is not all the same important contour. With the screentone overlay method, the contour should be as close to 1 bit as possible, otherwise we will see full contours, wavy contours, etc. This is the whole idealogy of this model.

wtp_descreentone

Purpose: pre-workout to speed up your workouts

I see that many people are trying manga scale models on the Omni, and to speed up the process I decided to do preliminary training, the only loss is the resize: (“lanczos”, “bicubic”, “bilenear”, “HAMMING”)

Original link: https://drive.google.com/drive/folders/1ln1ZneTvqPbvi8nsJwzjMoYSDQ_DcHBS?usp=sharing

umzi.x.dead's Models