19.8K
JO#umap #matematica #ciencia #data
@joa5to
#Umap
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LEI have finished a new version (2.2) of ImagePlot 🎉 — my browser-based tool for exploring image collections through data visualization. It's a single HTML file so you can run it in any browser. (You can also modify or extend it yourself using Claude or any other AI coding assistant.)
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The link to Google Drive folder is in the bio. The folder contains ImagePlot 2.2 HTML file, documentation, and two sample datasets (778 van Gogh paintings, 1881-1890, and 128 Mondrian paintings, 1905-1918).
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Here's what's new in v. 2.2 :
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Compare mode:
Side-by-side visualization of two image collections in the same feature space, with optional shared axes
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UMAP visualization:
New dimensionality reduction method alongside PCA and t-SNE, with adjustable Neighbors and Min Dist parameters [PCA pre-reduction to 10D automatically applied when features > 10]
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Clusters visualization (new):
Automatic clusters detection with ellipse overlays directly on the plot
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77 image features (up from 48):
16-bin grayscale histogram · 16-bin saturation histogram · local contrast · aspect ratio · RGB channel means. Three slow algorithms replaced by faster alternatives.
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Built-in Grayscale, Color, and Structure presets - work as additive toggles — combine them to use all fetures or select one or two to focus on visual dimensions you want to analyze
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Suggested X/Y feature combinations: Automatically ranks pairs of features by how much separation they create between images, so you can quickly find the most informative axes to plot
* Animation fix:
Images now sort correctly by the selected column during playback. Sort by time to see (for example) how the images in the dataset evolve over time according to particular visual feature.
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UI polish:
Default canvas background changed to RGB(50,50,50) · Grid lines changed to RGB(225,225,225) · Refined type colors throughout the interface
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#digitalhumanities #digitalarthistory #culturalanalytics #datavisualization #openaccess #UMAP
@levmanovich
345
CA#umap #cubaestadoterrorista #cubaesunadictadura @cubanfreedommarch @yotuel #patriayvida @lilovilaplana @alexanderotaola
@camaguey460
469.7K
YOCuba tuvo Campos de Concentración llamados la UMAP 🇨🇺🎙️
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Síguenos para más : @yoslin_news
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Vía : @ramonsimon_
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#cuba #cubanosporelmundo #yoslinnews #viral #noticia #Umap
@yoslin___
7.4K
MUEl hombre que torturó homosexuales enterró a su "mejor amigo" en su mausoleo | La paradoja de Raúl Castro que nadie te cuenta
Raúl Castro creó campos de concentración para "curar" homosexuales. 180 se suicidaron. Pero tuvo una amistad tan íntima con un bailarín español que enterró sus cenizas donde él será enterrado. Al lado de su esposa.
¿Hipocresía? ¿Amor prohibido? ¿Culpa histórica?
Esta es la historia más perturbadora de la historia cubana. Y su hija hoy lidera los derechos LGBTQ+ en Cuba.
La paradoja que te va a volar la cabeza.
#LosAmoresDeRaul #RaulCastro, #Cuba, #UMAP, #HistoriaCubana, #AntonioGades, #LGBTQ, #DerechosHumanos, #CamposDeConcentracion, #ParadojaCubana, #MarielaCastro, #ReinaldoArenas, #HistoriaOculta, #RevolucionCubana, #FidelCastro, #MatrimonioIgualitario, #Homofobia, #JusticiaHistorica, #MemoriaHistorica, #HistoriaReal, #documentalhistórico
@mundobetotv
1.9K
OF#umapathisrinivasgowda #trendingreels #workout #umapathysrinivasgowda #bodybuilding #umapathygowdru #umap #friends #umpathyfilms #umapathygowdru
@officer__coach
123
ESObsessed 🥰😍
Unified Makeup Artists of the Philippines
#TimelessAtOkada2025 #umap #estetikanimayadi #okadaevents #tinghun #runway #douyinmakeup #vietnammakeup #makeupartist
@estetikanimayadi
20.9K
RTVoici la gare la plus célèbre des États-Unis, voire du monde entier : Grand Central Terminal ! 🇺🇸 François Mazure s’y est promené, en compagnie de Serge, à la découverte de ses nombreux secrets. 🤫🤫😍
#rtbf #unmondeapart #umap #newyork #decouverte #grandcentral
@rtbf
10.2K
RIEste es un fragmento del testimonio de angustia y dolor de Ramón Enrique Ferrer Yero, uno de los aproximadamente 25 mil jóvenes internados entre 1965 y 1968 en las UMAP (Unidad Militar de Ayuda a la Producción), el eufemismo con que el régimen cubano nombró a los campos de concentración creados para corregir desviaciones y forjar al hombre nuevo.
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#umap #lgbtq #revolucioncubana #campodeconcentración
@rialtaediciones
1.7K
INWatch the full video on YouTube (Link in Bio)
Unlock the mysteries behind the Curse of Dimensionality in this deep-dive, beginner-friendly breakdown for data science and AI practitioners in 2025!
Discover how increasing the number of features makes data analysis exponentially harder - leading to sparse datasets, isolated data points, and broken algorithms like k-Nearest Neighbors and clustering.
You'll learn:
Why high-dimensional data destroys model performance and causes overfitting.
Real-world analogies of the expanding haystack problem.
Industry-proven strategies to handle high dimensions in ML projects.
#CurseOfDimensionality #MachineLearning #DataScience #ML2025 #DimensionalityReduction #AIExplained #HighDimensionalData #Overfitting #PCA #tSNE #UMAP #FeatureEngineering #DataCentricAI #KrishNaik #StatQuest
@insightforge.ai
377
ITCompact, cute, and perfect for on-the-go styling
Loving this Pingo curler!
Thank you for supporting Unified Makeup Artists of the Philippines
#umap #unifiedmakeupartistsofthephilippines #pingo #pingoph #umaphils
@itschocohazel
597
YU🎬 Domingo 20 de Julio 2025Lugar … Tower Road Ranch 🌴22051 SW 192nd Ave. #Miami. Fl. 33170🎤 #Cuba 🎥 #Película #UMAP 🎞️🙌🏻 🎼 Amaury Gutierrez 🎵 🙌🏻 👏🏻👏🏻👏🏻
@yuniormoraleslocutor
✨ #Umap Discovery Guide
Instagram hosts 27K posts under #Umap, creating one of the platform's most vibrant visual ecosystems. This massive collection represents trending moments, creative expressions, and global conversations happening right now.
The massive #Umap collection on Instagram features today's most engaging videos. Content from @yoslin___, @rtbf and @joa5to and other creative producers has reached 27K posts globally. Filter and watch the freshest #Umap reels instantly.
What's trending in #Umap? The most watched Reels videos and viral content are featured above. Explore the gallery to discover creative storytelling, popular moments, and content that's capturing millions of views worldwide.
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FAQs About #Umap
With Pictame, you can browse all #Umap reels and videos without logging into Instagram. No account required and your activity remains private.
Content Performance Insights
Analysis of 12 reels
💡 Top performing posts average 130.2K views (2.9x above average). Moderate competition - consistent posting builds momentum.
Post consistently 3-5 times/week at times when your audience is most active
Content Creation Tips & Strategy
💡 Top performing content gets over 10K views - focus on engaging first 3 seconds
✍️ Detailed captions with story work well - average caption length is 449 characters
✨ Many verified creators are active (58%) - study their content style for inspiration
📹 High-quality vertical videos (9:16) perform best for #Umap - use good lighting and clear audio
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