Telegram RegisterThe public register of Telegram

Channel

The Layer

@layercv

On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

871subscribers

+0 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1001827440284
TypeChannel
Username@layercv
DescriptionКанал команды компьютерного зрения Layer, R&D Department, SberDevices
CreatedBetween 1 October 2022 and 30 September 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live8 August 2026
Measurements held2
On Telegramt.me/layercv

Growth

8717 Aug 2026, 13:56 — 871 subscribers8 Aug 2026, 01:16 — 871 subscribers7 Aug 2026, 13:568 Aug 2026, 01:16
2 measurements taken within a single day. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 870–872 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
8 Aug 2026, 01:16871no change
7 Aug 2026, 13:56871first reading

Engagement

8 posts held, back to 29 May 2025the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 8 posts for this entry, the most recent from 21 August 2025. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Photos
113
Videos
10
Links
84

Lifetime counters from Telegram’s own channel header, read 8 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.

Video runtime
47s
Average length
24s

Measured directly from 2 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no mark.

Reaction mix

234 reactions across 8 posts, in 12 distinct kinds. The most used accounts for 37.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
🔥8737.2%
👍3414.5%
custom 54561406740280194863213.7%
239.83%
👏166.84%
custom 5424972470023104089156.41%
🎉104.27%
❤‍🔥62.56%
😍52.14%
👎41.71%
🌚10.427%
😱10.427%

Custom emoji. 2 of the rows above are Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them areTelegram’s.

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 8 of the 8 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 234reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 8 most recent posts we hold, published 29 May 2025 to 21 August 2025, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

21 Aug 2025, 16:46 UTC≈1,500 views21 reactionsread 8 August 2026
Forwarded from @mashkka_dsPhoto

✨Big Tech Night: не пропусти первую «Ночь музеев» в мире IT 12 сентября в Москве пройдёт Big Tech Night — первая «Ночь музеев», посвященная IT, где выступят мои коллеги, а также спикеры из таких компаний как Яндекс, X5, Т-Банк и Lamoda. В программе: топовые доклады про последние достижения IT и GenAI, неформальное общение, нетворкинг, а также сюрпризы от каждой компании. Ждем экспертов по разработке, аналитике, ML

🔥8👍6custom 545614067402801948652

22 Jul 2025, 16:25 UTC≈1,850 views29 reactionsread 8 August 2026
File

Ещё раз напомню, что доступно бесплатное демо нашего файнтюна Bagel-NHR-Edit на HuggingFace. Текущая S.O.T.A. на GEdit-Bench-EN и ImgEdit-Data И ещё, нам будет приятно, если вы отдадите свой голос за работу на HuggingFace 🤗 (нужен аккаунт).

custom 545614067402801948611❤‍🔥6👏6🔥3custom 542497247002310408921

22 Jul 2025, 10:56 UTC≈5,000 views30 reactionsread 8 August 2026

NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining Вышел наш первый препринт из запланированного цикла статей по теме редактирования изображений. Основная мысль, вокруг которой построено повествование, это как бы так автоматизировать процесс сбора данных (триплетов <входное изображение, инструкция, выходное изображение>), чтобы было одновременно и качественно, и без участия человека. Обычно одно

custom 542497247002310408913👍115custom 54561406740280194861

22 Jul 2025, 10:56 UTC≈5,600 views40 reactionsread 8 August 2026
Video

Абсолютно всё в этих примерах создано без участия человека, мы просто задали направление. (о3, FLUX, QwenVL, Gemini, Malvina).

🔥18👏10custom 54561406740280194867👎4🌚1

8 Jul 2025, 15:51 UTC≈6,420 views48 reactionsread 8 August 2026
Video

⚡Полная версия MiVOLO на HuggingFace! Наша молниеносная модель в 29 млн. параметров для определения пола и возраста, которая до сих пор #1 на 7 открытых бенчмарках, теперь открытая! Изначально мы публиковали только веса, полученные на открытых данных. С тех пор многое изменилось и мультимодальные нейросети ушли далеко вперёд. Когда мы разрабатывали первую версию, ещё не было ассистентов, работающих с изображениями

🔥25🎉10custom 545614067402801948685

8 Jul 2025, 10:15 UTC844 views12 reactionsread 8 August 2026
Forwarded from @gigadev_channel

Вакансия: Deep Learning Engineer, ASR 🎧 Ищем инженера-исследователя в ML команду распознавания речи (ASR) Мы развиваем технологии распознавания речи во всей экосистеме Сбера: от умных устройств и видео-конференций до телефонного канала и B2B-продаж Задачи Недавно мы выложили в open-source SSL модель GigaAM (GitHub, arXiv), а ее улучшенная версия GigaAM Max уже доступна в @smartspeech_sber_bot и умных устройствах.

👍92🔥1

29 May 2025, 19:12 UTC≈1,600 views30 reactionsread 8 August 2026
Photo

Небольшая подборка черри-пиков от нас 🦾 Поделитесь, пожалуйста, вашими результатами в комментариях 👇

🔥16👍8😍5😱1

29 May 2025, 19:12 UTC≈1,720 views24 reactionsread 8 August 2026
Photo

Photo, posted without a caption

🔥168

Showing the 8 most recent of 8 posts we hold for @layercv. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Forward network

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

Names

Channels on the register whose handles appear in this channel's posts.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 8 August 2026 — this entry's latest reading, not the date you are reading this.

“The Layer” (@layercv), 871 subscribers as measured 8 August 2026. Telegram Register, tgregister.com/channel/layercv.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.