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Computer Vision

ctx:discord/blah/computer-vision
kind: custommode: permissive118 statements51 distinct subjects

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Foxhop19 factsex:foxhop

expressedCuriosityCan you guess?
issuedChallengecan you find the difference?
issuedCommandread this blog post, and generate a pipeline for our samples in bitmaps dir
paidFormax
postedAttachment1754668187 Logs and Bitmaps Zip
postedReminderwe have a vision model hosted on cammy but she is semi slow.
postedTextnow with line wrapping, can you find the difference?
postedTextOk i paid for max.
postedText100 bitmaps
postedText1 is strange...
postedTextRequest #62: Using DIFFERENT user agent (Ubuntu/Chrome 95) on /hello
postedUrlUpload Unturf N6lhut2zquee2v Ojorpdw
postedUrlPyimagesearch Intro to Anomaly Detection Opencv Scikit Learn
postedUrlUpload Unturf Pyaui10wrtelf2yzddgikq Media Xmcpyeuwtt2gsvtcgdq Pa
postedUrlGithub Russellballestrini Logs to Bitmap
postedUrlGit Unturf Snippets 55
postedUrlUncloseai Inference Html
referencesBlogPostPyimagesearch Intro to Anomaly Detection Opencv Scikit Learn
sharesSamplesBitmaps Dir

Logs to Image Function9 factsex:logs-to-image-function

computesUser Agents
computesMeanEmbeddingsPixel Values
encodesWithEmbed Model
normalizesToGrayscale0-255
purposeIsconvert logs to image for CV
reshapesTo(1000,1000)
returnsimage, embeddings
takesParameterslogs, embed_model, image_size=(1000, 1000)
usesFunctionparse_user_agent

AI Analysis System8 factsex:ai-analysis-system

autoFillsNoteBoxwhen empty, stays in own card if typed
autoSuggestsTagsissue category tags (bug, enhancement, UI, etc.)
citesSourcesURL, hostname, timestamp
enrichesPagesGitHub Issues and Notion pages with AI-generated metadata
generatesSummaries1-2 sentence summaries of captures
hasToggleInSettingsenable/disable
satisfiesUserWantsLisamegawatts
summarizesLogsconsole logs in plain English

Lisamegawatts8 factsex:lisamegawatts

announcedLastFeaturethis is the last feature i am adding
announcedVersionv2 of the extension
expressedAmusementlol
postedCodeLogs to Image Function
postedTextbut with v1 ui lol
postedUrlColab 1nrlmeugs1ukodpvq7dy W73bujnyrzre
postedUrlWandb Lisamegawatts Decentralized Intelligence Agency Http Log Anomaly Detection
postedUrlGithub Davincidreams Litmatch Tree Main

Gemini Nano5 factsex:gemini-nano

analyzesscreenshots
discardsdescription
generatestitle+description
isPromptApiPrompt API (Gemini Nano)
usedIntryAIDescription() (sidepanel.js:2478)

Uncloseai Bot5 factsex:uncloseai-bot

handlesLongResponsesAttachments
postedAttachmentResponse Txt
postedTextResponse too long, see attached:
processedImageScreenshot 2025 08 09 at 2 39 44 Am Png
referencesUserAjaxdavis

Request 624 factsex:request-62

describedAsDifferentFoxhop
isAnomalyFoxhop
targetsPath/hello
usesUserAgentUbuntu/Chrome 95

Jonathan Poczatek3 factsex:jonathan-poczatek

expressedPositiveOpinionAboutBanana Dev
postedTextWhat an awesome domain
postedTextBANANA.DEV

Shannon Repo3 factsex:shannon-repo

hasNewFeaturevision
isExtensionVersion2Lisamegawatts
usesUiVersionv1

Vision Model3 factsex:vision-model

describedAsSemiSlowFoxhop
existsGroup
hostedOncammy

Embed Model2 factsex:embed-model

encodeBatchSize512
showProgressBarfalse

Msg Ajaxdavis 2025 08 08 13452 factsex:msg-ajaxdavis-2025-08-08-1345

hasTimestamp2025-08-08 13:45
mentionsLog Cv

Msg Lisamegawatts 2026 02 17 09562 factsex:msg-lisamegawatts-2026-02-17-0956

hasTimestamp2026-02-17 09:56
postedUrlGithub Davincidreams Shannon

Msg Uncloseai 2026 02 17 1255 12 factsex:msg-uncloseai-2026-02-17-1255-1

hasTimestamp2026-02-17 12:55
isReplyMsg Foxhop 2026 02 17 1255

AI Summary Card1 factex:ai-summary-card

isVisibleuser can see and dismiss

Banana Dev1 factex:banana-dev

isDomainJonathan Poczatek

Bitmaps1 factex:bitmaps

totalCount100

Chat Conversation1 factex:chat-conversation

focusesOnHttp Log Anomaly Detection

Chat Messages1 factex:chat-messages

occurInTemporalOrderTimestamps Sequence

Group1 factex:group

collaboratesOnLog Anomaly Detection

Litmatch1 factex:litmatch

developedByDavincidreams

Log Cv1 factex:log-cv

relatedToThomasdavis Github

Logs to Bitmap1 factex:logs-to-bitmap

isRepoByRussellballestrini

Msg Ajaxdavis 2025 08 08 1323 11 factex:msg-ajaxdavis-2025-08-08-1323-1

hasTimestamp2025-08-08 13:23

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hasTimestamp2025-08-08 16:46

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hasTimestamp2025-08-08 17:40

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hasTimestamp2025-08-08 18:28

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hasTimestamp2025-08-09 02:04

Msg Foxhop 2026 02 17 12551 factex:msg-foxhop-2026-02-17-1255

hasTimestamp2026-02-17 12:55

Msg Jonathan Poczatek 2025 08 08 1324 11 factex:msg-jonathan-poczatek-2025-08-08-1324-1

hasTimestamp2025-08-08 13:24

Msg Jonathan Poczatek 2025 08 08 1324 21 factex:msg-jonathan-poczatek-2025-08-08-1324-2

hasTimestamp2025-08-08 13:24

Msg Lisamegawatts 2025 08 08 13241 factex:msg-lisamegawatts-2025-08-08-1324

hasTimestamp2025-08-08 13:24

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hasTimestamp2025-08-08 13:28

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hasTimestamp2025-08-08 14:10

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hasTimestamp2025-08-08 14:15

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hasTimestamp2026-02-17 10:36

Msg Uncloseai 2026 02 17 12581 factex:msg-uncloseai-2026-02-17-1258

hasTimestamp2026-02-17 12:58

One Bitmap1 factex:one-bitmap

describedAsStrangeFoxhop

Pixel Values1 factex:pixel-values

astypenp.uint8

Pyimagesearch Blog1 factex:pyimagesearch-blog

providesPipelineForAnomaly Detection

Wandb Project1 factex:wandb-project

namedhttp-log-anomaly-detection