Fotografía para aficionados

Join our in-person meetup on April 24th to hear talks from experts on cutting-edge topics across AI, ML, and computer vision. **[Register to reserve your seat.](https://voxel51.com/events/berlin-ai-ml-and-computer-vision-meetup-april-24-2026)** Space is limited! **Date, Time and Location** Apr 24, 2026 5:30 PM - 8:30 PM [MotionLab](https://motionlab.berlin/) Bouchéstraße 12/Halle 20 12435 Berlin **Kaputt: A Large-Scale Dataset for Visual Defect Detection** We present a novel large-scale dataset for defect detection in a logistics setting. Recent work on industrial anomaly detection has primarily focused on manufacturing scenarios with highly controlled poses and a limited number of object categories. Existing benchmarks like MVTec-AD (Bergmann et al., 2021) and VisA (Zou et al., 2022) have reached saturation, with state-of-the-art methods achieving up to 99.9% AUROC scores. In contrast to manufacturing, anomaly detection in retail logistics faces new challenges, particularly in the diversity and variability of object pose and appearance. Leading anomaly detection methods fall short when applied to this new setting. To bridge this gap, we introduce a new benchmark that overcomes the current limitations of existing datasets. With over 230,000 images (and more than 29,000 defective instances), it is 40 times larger than MVTec and contains more than 48,000 distinct objects. To validate the difficulty of the problem, we conduct an extensive evaluation of multiple state-of-the-art anomaly detection methods, demonstrating that they do not surpass 56.96% AUROC on our dataset. Further qualitative analysis confirms that existing methods struggle to leverage normal samples under heavy pose and appearance variation. With our large-scale dataset, we set a new benchmark and encourage future research towards solving this challenging problem in retail logistics anomaly detection. The dataset is available for download under [https://www.kaputt-dataset.com](https://www.kaputt-dataset.com). *About the Speaker* [Sebastian Höfer](https://www.linkedin.com/in/sebastian-h%C3%B6fer-891178121/) is an Applied Science Manager at Amazon Fulfillment Technologies & Robotics, leading machine learning and computer vision research for large-scale robotics and warehouse automation. He received his PhD from the Robotics & Biology Lab at TU Berlin, focusing on Sim2Real transfer and robotic perception. His recent work, “Kaputt: A Large-Scale Dataset for Visual Defect Detection” (ICCV 2025) [37], established a major benchmark for industrial anomaly detection, reflecting his expertise at the intersection of academic research and real-world deployment. **Data Foundations for Vision-Language-Action Models** Model architectures get the papers, but data decides whether robots actually work. This talk introduces VLAs from a data-centric perspective: what makes robot datasets fundamentally different from image classification or video understanding, how the field is organizing its data (Open X-Embodiment, LeRobot, RLDS), and what evaluation benchmarks actually measure. We'll examine the unique challenges such as temporal structure, proprioceptive signals, and heterogeneity in embodiment, and discuss why addressing them matters more than the next architectural innovation. *About the Speaker* [Harpreet Sahota](https://www.linkedin.com/in/harpreetsahota204/) is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in VLMs, Visual Agents, Document AI, and Physical AI. **Most AI Agents Are Broken. Let’s Fix That** AI agents are having a moment, but most of them are little more than fragile prototypes that break under pressure. Together, we’ll explore why so many agentic systems fail in practice, and how to fix that with real engineering principles. In this talk, you’ll learn how to build agents that are modular, observable, and ready for production. If you’re tired of shiny agent demos that don't deliver, this talk is your blueprint for building agents that actually work. *About the Speaker* [Bilge Yücel](https://www.linkedin.com/in/bilge-yucel/) is a Senior Developer Relations Engineer at deepset, helping developers build agentic AI apps with Haystack. Passionate about AI, she makes complex concepts approachable through hands-on tutorials, both online and at real-life events. **Operationalizing Computer Vision for Overhead Lines: Beyond the Demo** At first glance, visual inspection of high-voltage power lines seems straightforward: collect imagery, run one or two AI models, and report the findings. In practice, moving beyond a proof of concept reveals a range of issues that can make or break a campaign. Common concerns include data quality and coverage, scarcity of the most relevant cases and abundance everywhere else, variations in pylon geometry and asset types across regions, calibration and GIS alignment challenges, and a long tail of edge cases that emerge in real-world operations. This talk introduces Siemens Energy’s end-to-end overhead line inspection solution and shares key learnings from inspecting more than 10,000 km of power lines for real customers across several continents. We will show how raw 2D/3D data is transformed into structured information, delivering insights into asset inventory as well as defects, and supporting maintenance and planning decisions for critical infrastructure. The focus is on the combination of algorithmic building blocks and scalable processing, designed for robustness and consistency at scale, where even low error rates can become operationally significant. *About the Speaker* [Stefan Wakolbinger](https://www.linkedin.com/in/stefan-wakolbinger-aa0ba874/) is the Development Team Lead for AI & Analytics at SIEAERO, Siemens Energy's digital powerline inspection service. He leads the development of cutting-edge AI and analytics solutions that transform aerial powerline inspection through multi-sensor technology. His team creates digital twins of powerline infrastructure, automates fault detection, and monitors vegetation management—making powerline inspection safer, more precise, and more efficient. Stefan has been driving innovation in this role since September 2022. **Search your video library like a database** Drop in YouTube URLs or upload files and query content four ways: exact keyword matching, semantic search across transcripts, visual scene search via SigLIP2, and LLM-generated answers that synthesise across segments. [Paras Mehta](https://www.linkedin.com/in/pmehtaeu/) is a Berlin-based AI engineer and CTO/co-founder of Sylby, a language learning app he built from scratch, reaching 10,000 users and raising €350K. Previously: data scientist at Motionlogic, senior software engineer at Volkswagen, a PhD from Freie Universität Berlin, and a visiting stint at Cambridge. He now works as an AI engineer at HPI's AI Service Centre.

We are excited to welcome our guest teacher, [Leticia Quirós](https://www.instagram.com/retaleh_/), again, who will be leading a new, incredible workshop! **Are you interested in exploring the body from a creative, symbolic and free perspective?** In this collage workshop, we will explore the theme of bodies as a space for expression, identity and transformation. Through cutting, layering and composition, we will create images that redefine our understanding of what a body is and what parts make it up. A workshop open to experimentation and play, so that the images have texture and a visual narrative. No previous experience is necessary. The only rule is that there are no rules. Come and be surprised by the papers, textures and creative power of your hands. **Details** * When: Friday, **24.04** from 6 PM to 8 PM. * Cost: €25 with **all materials included** (but feel free to bring magazines, flyers, newspapers or whatever material you would like to use during the workshop). * Location: Berlin Art Club, Friedrichshain. * Sign up: Please send us an e-mail to hola.berlinartclub@gmail.com. We will be waiting for you with something to drink and snacks to enjoy a relaxed evening together :) *Don’t forget to invite your friends!* Lu, Leti and the BAC.

What happens when incense and wine share the same air? In this intimate session, we pair natural incense with selected wines to explore how scent shapes taste, memory, and mood. As incense burns gently in the background, each sip unfolds differently — softer, rounder, more present. This is not a typical tasting, but a ritual of attention, guided slowly and intentionally. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

Come join us for a gentle yet powerful Seitai group practice — a space where silence, breath, and spontaneous movement meet. This is a donation-based event, so you’re free to contribute what feels right (from 0€ to (your choice)€). ✨ What is Seitai? Seitai (整体) is a Japanese practice that helps you reconnect with your body’s innate intelligence. Through subtle awareness and guided techniques, you’ll be invited to: Listen deeply to your body through Yuki (a meditative, hands-on practice of sensing and following the breath). Release hidden tension with Katsugen — allowing involuntary, spontaneous movements to arise naturally. Find balance in stillness and movement, letting your body recalibrate itself in surprising ways. Seitai is not about control or forcing; it’s about giving voice to the movements your body has been waiting to express. Sometimes this brings ease, clarity, and lightness. Sometimes it stirs up dizziness, discomfort, or emotions. Every experience is valid — and you are always free to pause or leave at any time. 🌌 Why join? Discover a practice that many find deeply transformative. Create space for release, renewal, and vitality. Explore in community, whether you’re a curious first-timer or already familiar with Seitai. 👕 Practical details Wear comfortable clothes and bring a towel and water to stay hydrated. Bring openness and curiosity. Watchers are welcome — you can simply observe, or dive into active practice. The session is guided, but the real teacher is your own body. ✨ Learn more: 🎥 Watch a short video: https://youtu.be/KF7agFE1zss?si=6UhmjwaIAfBo-_Op 📖 Read more about Seitai: https://seitaibarcelona.com/what-is-seitai/ Everyone is welcome, whether you are completely new or already familiar with Seitai. Bring comfortable clothes and an open mind. 💰 This event is donation-based, supporting the space and allowing us to keep offering it. Private one-to-one sessions are also available at an affordable price. 🌿 Step into silence, breath, and spontaneous movement — your body knows the way. PangeaHaus, Trautenaustraße 5, 10717 Berlin, Berlin, 2nd Floor, first room. https://maps.app.goo.gl/DUA4DqR7DEP5XhEy7 https://www.eventbrite.de/e/seitai-free-group-session-tickets-1982614595626? Pangea Haus e.V. 2nd floor Trautenaustraße 5, 10717 Berlin Concept and rules: https://www.systemik-im-dialog.de/ Deutsch Komm zu unserer sanften und doch kraftvollen Seitai-Gruppenpraxis – ein Raum, in dem Stille, Atem und spontane Bewegung aufeinandertreffen. Dies ist eine Veranstaltung auf Spendenbasis, du kannst also frei beisteuern, was sich für dich richtig anfühlt (von 0€ bis (deine Wahl)€). ✨ Was ist Seitai? Seitai (整体) ist eine japanische Praxis, die dir hilft, dich wieder mit der angeborenen Intelligenz deines Körpers zu verbinden. Durch subtile Achtsamkeit und angeleitete Techniken bist du eingeladen: \*Tief auf deinen Körper zu hören durch Yuki (eine meditative, praktische Übung des Erspürens und Folgens des Atems). * Verborgene Spannungen mit Katsugen zu lösen – indem du unwillkürlichen, spontanen Bewegungen erlaubst, ganz natürlich zu entstehen. \*Balance in Stille und Bewegung zu finden, während sich dein Körper auf überraschende Weise selbst neu ausrichtet. Bei Seitai geht es nicht um Kontrolle oder Zwang; es geht darum, den Bewegungen eine Stimme zu geben, auf deren Ausdruck dein Körper gewartet hat. Manchmal bringt dies Leichtigkeit, Klarheit und Entspannung. Manchmal wirbelt es Schwindel, Unbehagen oder Emotionen auf. Jede Erfahrung ist gültig – und es steht dir jederzeit frei, eine Pause zu machen oder zu gehen. 🌌 Warum teilnehmen? * Entdecke eine Praxis, die viele als tief transformierend empfinden. \*Schaffe Raum für Loslassen, Erneuerung und Vitalität. * Erkunde die Praxis in der Gemeinschaft, egal ob du neugieriger Anfänger bist oder bereits Erfahrung mit Seitai hast. 👕 Praktische Details \*Trage bequeme Kleidung und bringe ein Handtuch sowie Wasser mit, um hydriert zu bleiben. * Bringe Offenheit und Neugier mit. \*Zuschauer sind willkommen – du kannst einfach nur beobachten oder direkt in die aktive Praxis eintauchen. * Die Sitzung wird angeleitet, aber der wahre Lehrer ist dein eigener Körper. ✨ Mehr erfahren: 🎥 Schau dir ein kurzes Video an: https://youtu.be/KF7agFE1zss?si=6UhmjwaIAfBo-_Op In diesem Video [00:16] wird Seitai als eine japanische Kulturform beschrieben, die den Organismus wieder in Ordnung bringt („Seitai“ bedeutet „Körper in Ordnung“). Es basiert auf der Beobachtung der natürlichen Lebensenergie und nutzt Bewegungen wie Katsugen Undo [00:32], um die Vitalität zu fördern. 📖 Lies mehr über Seitai: https://seitaibarcelona.com/what-is-seitai/ Jeder ist willkommen, egal ob du völlig neu bist oder Seitai bereits kennst. Bringe bequeme Kleidung und einen offenen Geist mit. 💰 Diese Veranstaltung basiert auf Spenden, um den Raum zu unterstützen und es uns zu ermöglichen, dieses Angebot weiterhin aufrechtzuerhalten. Private Einzelsitzungen sind ebenfalls zu einem erschwinglichen Preis verfügbar. 🌿 Tritt ein in die Stille, den Atem und die spontane Bewegung – dein Körper kennt den Weg. PangeaHaus, Trautenaustraße 5, 10717 Berlin, 2. Etage, erster Raum. Anfahrt via Google Maps: https://maps.app.goo.gl/DUA4DqR7DEP5XhEy7 https://www.eventbrite.de/e/seitai-free-group-session-tickets-1982614595626? Pangea Haus e.V. Zweite Etage Trautenaustraße 5, 10717 Berlin Konzept und Regelungen: https://www.systemik-im-dialog.de/

Our acrylic pouring events create a space for creative expression in the inspiring atmosphere of our studio. Experience a unique evening with drinks, a vibrant flow of colour, and step-by-step guidance that guarantees beautiful results! **What's included?** * All materials * Your own canvas * 2 drinks (alcoholic or non-alcoholic) * A gentle introduction to acrylic pouring * A cheerful atmosphere with atmospheric lighting and background music * An unforgettable and bonding experience of creating together! This event is for everyone who enjoys creative expression – whether beginners or advanced. Ideal for groups of friends, teams, bachelor/bachelorette parties, or as a gift for art lovers! No prior experience is necessary, just a love of experimenting and creating. **Tickets** * €55 per person **[Book here](https://rausgegangen.de/events/paint-drink-acrylic-pouring-0/)** * Would you like to organize a private party (e.g., birthday or bachelor/bachelorette party)? We host acrylic pouring events for up to 12 people in our studio and for up to 40 people at your location. We bring all materials and protective films. Please send us your individual event request to [mail@kunstraum-heartspace.de](mailto:mail@kunstraum-heartspace.de)

Curious what we do? Check our [Instagram](https://www.instagram.com/filmmakersandmovienerds/) ♥️ Would you like to meet some like-minded filmmakers? Start a project? Or do you need help with a movie you are currently working on? Are you new in the city and you'd like to meet people tinkering with movies? **Then you should join us!** We meet every Sunday. It’s important to us that we get to know each other in person. To create a community of connected people, work, learn and grow together. For film making you need a crew of reliable people with a positive can-do-attitude. This is the place to find them. Together, we will talk about these topics: * What you are currently working on * What you need help with * What would you like to help with * What you you would like to learn This is event is great for: * filmmakers * movie nerds * writers * camera operators * editors * actors * sound recorders * composers * gaffers * producers We are limiting the amount of people, so we can have a structured introduction and discussion. After that we get together loosely with some drinks and chats. And then we mostly go for dinner with a couple of us. **Important information**: *To sustain and grow this amazing community, we started a member contribution that is due every month. The money we collect is used solely for the purpose of the community. Of course you can come once or twice without contributing to check us out!*

📚 **Berlin Arabic Book Club – Weekly Meetup** Join us for our weekly book discussion. Whether you're reading a novel in Arabic, a memoir in English, or a philosophical essay in German, you're welcome to bring it and share a few thoughts. Each session is relaxed, with no required reading — just bring a book you’re currently into or one you’ve read and want to talk about. ### 🔸 What to Expect: * We gather, grab coffee or tea ☕, and introduce ourselves. * Each member briefly talks about their book (any language is fine: Arabic, English, or German). * We open the floor for conversation, questions, or thoughts sparked by the books. * Cultural exchange is encouraged! ### 🔸 What to Bring: * A book you're reading or one you'd love to talk about. * An open mind and curiosity. **اللقاء الأسبوعي لنادي الكتاب العربي في برلين** انضموا إلينا في لقاءنا الأسبوعي في مقهى **دندنة** الدافئ! سواء كنت تقرأ رواية بالعربية، أو مذكرات بالإنجليزية، أو مقالة فلسفية بالألمانية — فأنت مرحب بك لتشارك ببعض الأفكار عنها. اللقاء غير رسمي، ولا توجد قراءة إلزامية — فقط احضر كتابًا تقرأه حاليًا أو كتابًا أحببته وتود الحديث عنه. ### 🔸 ماذا تتوقّع؟ * نبدأ بالتعارف وطلب القهوة أو الشاي ☕. * يشارك كل عضو نبذة عن كتابه (أي لغة مرحّب بها: العربية، الإنجليزية، أو الألمانية). * نفتح المجال للنقاش والأسئلة وتبادل الأفكار المستوحاة من الكتب.

Hallo zusammen! In Rahmen der PAKD Gallery Kurse bieten wir euch einen Zeichenkurs an. Wenn Ihr Zeichnen liebt und eure Fähigkeiten weiterentwickeln möchtet, dann seid Ihr hier genau richtig. In diesem Video erzähle ich euch von meinem Kurs für realistisches Zeichnen mit Bleistift - und wie er Eure künstlerische Arbeit auf ein neues Level bringen kann. Hattest Du schon immer das Gefühl, zeichnen können zu wollen - Dir fehlt aber die richtige Anleitung? In diesem Kurs lernst Du realistisches Zeichnen mit Bleistift, einfach, verständlich und Schritt für Schritt: • Korrekte Perspektive • Licht und Schatten • Materialdarstellung wie Glas, Keramik, Stoff, Metall Der Kurs ist perfekt für Anfänger und für alle, die ihre Fähigkeiten verbessern möchten. Wenn dieses Video Eure Leidenschaft für das Zeichnen mit Bleistift geweckt hat, dann schickt mir einfach eine E-Mail und lasst uns gemeinsam eure Reise in die Welt des realistischen Zeichnens mit Bleistift beginnen. Kleiner Kurs, große Wirkung. Maximal 12 Teilnehmer\*innen! Anmeldung: [kifan@pakd-gallery.com](mailto:kifan@pakd-gallery.com) Sichere dir deinen Platz, bevor alles ausgebucht ist. Samstag 11:00 - 14:00 Uhr. 25€ für eine einzelne 3- stündige Einheit 200€ für ein 10er-Paket, flexibles einlösbar.

¡Hola zusammen! 
☀️ Almuerzo / Brunch ☀️
 domingo 26 de abril, a partir de las 12:00
hrs (el local abre justo a las 12). Oficialmente el evento es de 2 hrs, pero con frecuencia nos quedamos un tiempo más, cuando la conversación lo amerita :D Tomamos algo y hablamos español y Deutsch Lugar: [Maria Bonita](https://mariabonita.de), sobre [Danziger. Str.](https://maps.app.goo.gl/d9vxtrpXyq3g77vg7) (frente a la estación Husemannstr). Se solicita una cooperación de 1€ en efectivo para mantener el grupo. Concretamente, para pagar los gastos de la plataforma Meetup, que se ha vuelto mas caro para los organizadores últimamente. ¡Agradecemos tu apoyo! Queremos que sea un grupo pequeño, para que todos puedan hablar en un ambiente tranquilo. Entonces, si no puedes asistir, te pedimos por favor cambiar tu reserva a "not going", así los que están en la lista de espera también tienen oportunidad de asistir.

Let's read together on another Sunday morning. Agenda: 10:30-11:00 Arrival, ordering drinks, getting to know each other 11:00-12:00 Reading together 12:00-13:00 Share reading experience There is no books assigned. Just bring whatever you are reading for now. Please sign up only when you can join the event. Hope you will enjoy it there!

RSVP on Luma: [https://luma.com/ou3ks02q?utm_source=Meetup](https://luma.com/ymc3ttfx?utm_source=Meetup) Silent Reading / Creating Club is a gathering for people who enjoy focusing together in public. Bring a book, a notebook, a sketchpad, knitting needles, whatever you’d like to spend a quiet hour doing. All projects and all participants are welcome. We’re building a community of readers and creators who value depth, presence, and shared silence. The reading and creating isn't the real highlight, though, it’s in the people who return and make it feel like a familiar room. (Please RSVP “yes” only if you can make it, so we can save a seat for you and others on the waitlist.) Our Meeting Point is the **W66 Café**. There’s no entrance fee, but please order at least one item from the café and don’t bring outside food or drinks 🙂 No assignments, expectations, or pressure. Just a shared hour of intentional silence, followed by the opportunity for good conversation. 🕰 Our Agenda **10:30 – 11:00** Arrivals, ordering drinks/food, light social time **11:00 – 12:00** The Great Quiet Hour (Read. Write. Sketch. Code. Think. Sit.) **12:00 – 12:30** Optional socializing: share what you were reading or creating, or simply continue in quiet focus. ## 🏡 House Guidelines To keep this space calm and welcoming for everyone: • Silence during the focus hour (no calls or conversations) • Put cellphones on silent mode • If using technology, please avoid meetings or audio (headphones please!) • Arrive before 11:00 if possible to minimize disruptions

Join WQC on April 25th from 11am-1pm at Inniswood Metro Park for a Nature Photo Walk. All types of cameras welcome! Let's enjoy spring to the fullest... 🌻🌼🌷🐤

Dodgeball is back again! If you’ve been wanting to come out, this is an easy one to join. We’ll be playing for about 1.5 to 2 hours, you do not need to bring any equipment, and no experience is needed. We use a specific set of rules and equipment to make the games run better and keep them fun for everybody, not just people who already know how to play. If it rains, the event will be canceled.

"The SOB is a ballet dancer. He’s the best ballet dancer that ever lived, and if I get a good chance I’ll kill him with my bare hands." - W.C. Fields In *City Lights*, Chaplin's Little Tramp meets a blind girl selling flowers who mistakes him for a wealthy man. When he learns that an operation may restore her sight, he sets off to earn the money she needs to have the surgery. He also befriends an alcoholic millionaire who only recognizes him when he is drunk. When the blind girl and her grandmother fall behind in the rent and face eviction, he tries working and even enters a boxing competition to raise the money they need. Regarded as Chaplin's masterpiece, *City Lights* has been ranked on more than seventeen "100 greatest movies of all time" lists. Orson Welles cited it as his favorite picture. *City Lights* is available for streaming on Amazon Prime, Hulu, HBOMax, Tubi and PlutoTV. The Columbus Library lists three copies on blu-ray and eight copies on DVD. Watch the movie on your own, then join us upstairs at East Market to discuss the film. If you want more, *Unknown Chaplin* is a three-episode lost-footage documentary available on Youtube. It covers his time on *City Lights* beginning at the twenty-six minute mark of episode two: https://youtu.be/f8960Uc15hI?t=1558

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

**Session 01 - Lightroom Classic Fundamentals and Catalog Management** **Session 02 - Lightroom Classic Library Module Part 01** **Session 03 - Lightroom Classic Library Module Part 02** **Session 04 - Lightroom Classic Develop Module Part 01** **Session 05 - Lightroom Classic Develop Module Part 02** **Session 06 - Lightroom Classic Export Operations** **Session 07 - Lightroom Classic Print, Book, and Slide Modules** **Session 08 - Lightroom Classic Troubleshooting and Optimizing**

**Columbus, this is your HOME AWAY FROM HOME** Get game day ready with the ultimate **Aviators fan experience** at **DraftKings Sports & Social**. We’re talking watch parties that feel like you’re in the stadium, exclusive giveaways, special guest appearances, and nonstop energy from kickoff to final whistle. PLUS win tickets to the next home game, happening May 1! Pull up, rep your squad, and make this your go-to spot all season long. **Where:** 840 N High St **When:** Sunday\, April 26 \| 12 PM **Check-in:** at the host stand and say "Columbus Meetup" to get a wristband for exclusive drink specials from 12pm-3pm!

Let’s meet and share our thoughts about Carson McCullers’ novella, The Ballad of The Sad Café.