#segmentation

2026-01-07

Избавляемся от ошибок Segmentation fault из-за переполнения стека в С++

Развивая идею доверенного языка программирования я пришел к выводу, что за счет ограничений синтаксиса и создания соответствующих проверок в статическом анализаторе кода, можно защититься практически ото всех технических ошибок, кроме двух - контроль динамически выделяемой памяти и переполнения стека. Причем, если для подсчета ссылок в рантайме, решения существуют, то контроль переполнения стека невозможно сделать не только во время анализа исходного текста программы, но это практически невозможно и во время выполнения приложения! Ведь ошибка переполнение стека (stack overflow) - это всегда фатально, так как не существует способа поймать и обработать эту ошибку изнутри выполняемой программы, чтобы потом продолжить её выполнение как ни в чем не бывало. Существует ли хотя бы теоретическая возможность защититься от ошибок переполнения стека и сделать из нее обычную ошибку (исключение), которую можно поймать (обработать) в самом приложении, чтобы была возможность продолжить выполнение программы без боязни последующей ошибки сегментации (segmentation fault) или повреждения стека (stack smashing)?

habr.com/ru/articles/983394/

#переполнение_стека #segmentation #segmentation_fault #stack_overflow #ошибки #исключения_в_c++ #обработка_ошибок #надежное_программирование #сезон_ии_в_разработке

2025-11-26

Meta Releases SAM 3 for Enhanced Segmentation

techlife.blog/posts/meta-relea

#AI #Meta #SAM #Segmentation

2025-11-24

Meta SAM 3 공개: 텍스트만으로 영상 속 객체 추적, 정확도 2배 향상

Meta SAM 3는 텍스트 프롬프트만으로 영상 속 객체를 검출·추적합니다. 기존 대비 2배 향상된 정확도와 오픈소스 공개로 창작·개발 도구의 새 가능성을 엽니다.

aisparkup.com/posts/6730

Jan :rust: :ferris:janriemer@floss.social
2025-11-01

sentencex - by Wikimedia:

github.com/wikimedia/sentencex

A sentence segmentation library with wide language support optimized for speed and utility.

Written in #Rust.

Bindings are available for #Python, #NodeJS and #WASM

Might be useful for my #SpeechToText system! 👀

#NLP #TextProcessing #Segmentation #RustLang

Mail ReachMailReach
2025-10-09

Why the overcomplication? Keep your email marketing segmentation simple and to the point, and avoid these common pitfalls. Cook up a sound segmentation strategy with our help: mailreach.eu/email-marketing-b





Email Segmentation: A marketer who is oversegmenting his subscriber list
Kevin Moerman 🔓🦿kevinmoerman@fediscience.org
2025-10-08

So how do you turn contours (see previous post) into surface geometry? Well you can create a "levelset image", it is a bit like a heat propagating positively outward and negatively inward from the contours. Instead of heat though you can use the distance to the contour. Next you can draw the isosurface at the level 0 to retrieve the surface.

If one segments stuff using voxel labels it can be hard to retrieve a smooth result. Here however the contours are smoothly interpolated curves and the isosurface is smoothly interpolated as well. Hence there is naturally less of a stepped-Lego issue :).

In the video below the image on the right is the wobbly STL that comes with the Visible Human project. I tried to do better based on the contours-level set approach. I can also control the surface mesh density as you can see in the middle image.

#opensource #Julialang #biomedicalengineering #finiteelementanalysis #biomechanics #segmentation

Open source projects used here:

github.com/COMODO-research/Ima

github.com/COMODO-research/Com

github.com/COMODO-research/Geo

Paul HouleUP8
2025-09-25
Figure 1: (a) unlabeled image; (b) Coarse mask derived from self-supervised features; (c) Superpixels derived from low-level image features; (d) Final mask predicted by the segmentation network trained with coarse mask and superpixels.
Kontak RecruitmentKontakRecruitment
2025-09-10

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Senior Digital Marketer (JB5615) at Kontak Recruitment - Fully Remote (South African based Only)
2025-08-28

Oct 16: Last, but not least: Dagmar Kainmüller (Helmholtz Imaging, @MDC_Berlin) on current machine learning models for image segmentation—including how to apply such models to large data.

Register for the series 👉 bit.ly/6-image-processing-tasks

@helmholtz
#imaging #Segmentation

2025-08-15

OmniCloudMask is a Python library for state-of-the-art segmentation of clouds and cloud shadows in high- to moderate-resolution satellite imagery #segmentation

github.com/DPIRD-DMA/OmniCloud

1TE.CH ᳇ Tech News1tech
2025-08-13

🎯 Without effective , are a pure game of chance: and without effective , is blind.

💬 Target groups are analyzed based on age, interests, behavior or location, for example, in order to develop tailored .

📊 and make it possible to provide and communicate personalized content to increase .

👉 OnlineMarketingStrategy.EU
👉 @marketing

Commence Corporationcommence
2025-08-08

Commence CRM’s Customer Segmentation Software automates the grouping of clients based on demographics, value, needs, profitability, service level, retention probability, and more. It supports priority, needs-based, and value-based segmentation, enabling targeted campaigns, optimized resources, better service, and strategic account focus. commence.com/software-features

GOMOOT :mastodon:gomoot@mastodon.uno
2025-07-22
Fabrizio Musacchiopixeltracker@sigmoid.social
2025-07-13

Tried the same with a more realistic 3D stack from the #ImageJ sample library.#Cellpose runs fast and segments very well out of the box.#CellSeg3D takes considerably longer and seems to segment decently, but I couldn’t get a proper instance #segmentation in the post-processing step (which is recommended as part of its workflow). However, #CellSeg3D looks very promising — just needs some more time and parameter exploration, I guess.

I’d recommend giving it a try 👌

Raw image (3D)Cellpose segmentation and applied parametersCellSeg_3D segmentation and applied parametersCellSeg_3D post-hoc instant segmentation and applied parameters
Fabrizio Musacchiopixeltracker@sigmoid.social
2025-07-11

✍️ New in #eLife: #CellSeg3D introduces #WNet3D, a self-supervised 3D #segmentation method for #microscopy data — no labels needed. Claims to outperform #Cellpose/#StarDist on 4 datasets. Includes #opensource plugin (#Napari) + full 3D annotated #cortex dataset. Will test it later.

🌍 elifesciences.org/articles/998

#DeepLearning #Neuroscience

Tommy Branderdemom
2025-05-06

Vi har en rätt ömtålig infrastruktur. Jag undrar om Swish är nåbart från hela vida internet och om det är så smart isf?

omni.se/a/8q89bA

2025-04-18

The closet segregationist
once thought to be extinct
has risen like a mutated Phoenix
to haunt our national consciousness again

Preaching racial #segmentation
under the guise of equity
in a perverted world where the concepts of diversity
equality and inclusion
is now considered UnAmerican

#vss365 #poem #poetry

Abhilashabhilashseo
2025-04-18

Understanding Behavioral Segmentation Variables for Targeted Marketing

Dive into the key that drive successful Learn how actions, preferences, and habits shape customer targeting. Read more at AdSpyder. adspyder.io/behavioral-segment

Behavioural segmentation of customers
2025-04-18

Check all the boxes...

Record your soul
into the master database
high in that cloud place
where thought #segmentation
will be statistically performed
to slot you properly
on the great cyber ship

Here you can dance on the platform
of the Microchip Ballroom
with other statistically like minded blips...

Take an opinion mining adventure...

Far above this contentious sphere...

Where filtered algorithm truth
will then be generously dispensed
by your benevolent
corporate government
in data cluster increments
for a quick conditioning trip
to our hermetically sealed thought silos

Peace through a uni-thought populace
is the ultimate destination

#vss365 #poetry #poem #amwriting

2025-04-09

Semantic segmentation of historical maps using self-constructing graph convolutional networks to interpret and extract information #segmentation

tandfonline.com/doi/full/10.10

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