Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04nvSCk0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

🧠 Hiring: Python Developer - AI/ML - Yalavarthi Software 📍 On-site - Madhapur, Hyderabad | 🕐 3 hours ago - July 06, 2026 Yalavarthi Software is hiring a Python Developer for AI/ML. Perfect for freshers, interns, and 0-1 year experience candidates to build real AI products. 📋 Responsibilities include: - Build REST APIs using Python and FastAPI - Assist in AI/ML model training - Work on LLM and Computer Vision projects - Integrate AI models into applications 🔑 Required Skills: - Python, FastAPI and MongoDB - ML/DL basics, LLMs and Vision Models - NumPy, PyTorch and Scikit-learn - Linux, Docker and Git basics 🛠 Good to Have: - AI/ML Projects, Hugging Face, Fine Tuning, Problem Solving 📩 To apply: Send your resume today via aapthitech.com or call 040 45700932. ⚠️ DYOR! I don’t verify every job. If someone asks to run files or ask for payment 🚩 likely a scam. ❗️ I'm not hiring myself! I just sharing fresh web3/crypto/blockchain roles DAILY for all levels! 💡 For Interns & juniors → t.me/crypto_vazima_english 💼 Mid/senior jobs → t.me/web3_jobs_crypto_vazima #Python #AI #ML #Hiring #Developer #FastAPI #MongoDB #PyTorch #ComputerVision #LLM #Job #Internship #Fresher #Hyderabad

Everyone's racing to build AI that generates video. @twelve_labs just raised $100M to do the opposite: make sense of the video that already exists. The round: → $100M Series B → Co-led by NEA NAVER Ventures → Backers include Amazon, Index Ventures, Red Bull Ventures → New offices in NYC London (joining SF Seoul) Here's the bet: roughly 90% of the world's data is video, and almost none of it is searchable. Security footage, sports archives, ad libraries, it's all sitting there, unindexed. TwelveLabs' models (Marengo, Pegasus) turn that raw footage into structured, searchable data instead of trying to generate new clips. Genuinely curious: is "understanding video" a bigger long-term market than "generating video," or does generation eventually eat this use case too? #TwelveLabs #ArtificialIntelligence #TradeFlock #VideoAI #ComputerVision #MachineLearning #GenerativeAI

Join us on July 28 for the Paris AI, ML and Computer Vision Meetup! Pre-registration is mandatory as seats are limited - hubs.ly/Q04nvGgn0 Talks will include: * Finetuning VLMs for domain specific tasks - Amine Belhakimi at GoPro * Computer Vision at Nanoscale - Detecting, Segmenting and Analyzing Nanoparticles in microscopic images - Atif Anwer at (Ex) University Bourgogne Europe * Towards a Resolution- and Modality-Agnostic Transformers for Earth Observation - Guillaume Astruc at Imagine - ENPC * Building Real-World Computer Vision Systems with Voxel51 - Harpreet Sahota at Voxel51 * Efficient Image Generation through Smarter Data, Objectives, and Alignment - Lucas Degeorge at Ecole Polytechnique - Ecole des Ponts - AMIAD *********** Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04nvLHd0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

#ICML #MachineLearning #ArtificialIntelligence #AI #DeepLearning #GenerativeAI #DiffusionModels #LanguageModels #ComputerVision #ImageSuperResolution #AIResearch #Research #Seoul #Korea

#DeepTech #SocialImpact #StartupIndia #CSR #ImpactTech #Innovation #AICIIITH #Coherent #LabToMarket #IoT, #AI, #ML, #ComputerVision, #Robotics #Drones

Every autonomous vehicle sees the world before it makes a decision. Learn 𝗰𝗮𝗺𝗲𝗿𝗮-𝘁𝗼-𝗽𝗲𝗿𝗰𝗲𝗽𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗡𝗩𝗜𝗗𝗜𝗔 𝗝𝗲𝘁𝘀𝗼𝗻. 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗻𝗼𝘄 - bit.ly/4p16E9e #LiveWire #AutonomousVehicles #NVIDIAJetson #ComputerVision

🚀👁️💎 Medusa Technologies | Aurora 7: The Intergalactic Web Begins ⚡ The future isn’t just connected… it’s aware. Introducing the Medusa Magnetic Optic Sensor Eye, a modular AI vision node designed to transform infrastructure into an intelligent sensing network. Mounted across cities, factories, spacecraft, utilities, robots, and autonomous systems, each optic node contributes to a living digital fabric: the Intergalactic Web. 🧠 Physics meets infrastructure: 🧲 Electromagnetics for modular deployment 🔭 Geometric optics for precision imaging 🌡️ Infrared thermography for thermal awareness 📡 Sensor fusion for real-time intelligence ⚙️ Heat transfer engineering for reliable operation 🔋 Edge AI for autonomous decision support 📐 Digital twins for predictive infrastructure management Every node becomes another eye for the network, coordinating with Aurora 7 to guide workers, assist humanoids, monitor critical assets, and project safe, low-power visual guidance where it’s needed most. ✨ This is more than a sensor. It is the beginning of an intelligent infrastructure layer capable of connecting Earth today and scaling toward tomorrow’s orbital platforms, lunar habitats, deep-space facilities, and the next generation of autonomous civilizations. 💎 Kid Nebula Gold represents imagination. 🌌 Aurora Gold represents exploration. 🐍 Medusa Technologies connects them through engineering, AI, and infrastructure. 📈 Building the intelligent infrastructure layer for tomorrow’s economy. 🤝 For investors, municipalities, industrial partners, and technology leaders seeking scalable AI-enabled infrastructure, this vision represents an opportunity to help shape the next era of connected systems. ⚛️ Φ ∇ λ Σ Ω π ∞ #MedusaTechnologies 🐍 #Aurora7 🌌 #KidNebulaGold 💎 #AuroraGold ✨ #ArtificialIntelligence #ComputerVision #EdgeAI #DigitalTwin #SmartInfrastructure #Robotics #IndustrialAutomation #FutureCities #SpaceTechnology #Physics #Engineering #Innovation #Infrastructure #AI #DeepTech #IntergalacticWeb #BuildTheFuture #Investor #Technology @elonmusk @sama @nvidia @OpenAI @xai @Tesla @SpaceX @PalantirTech

Join us on July 27 for the London AI, ML and Computer Vision Meetup.  Pre-registration is mandatory - hubs.ly/Q04nvCjv0 Talks will include: * UniLight: Unified Multi-Modal Lighting Representation - Zitian Zhang at Adobe Research London, Université Laval * Lessons from the Trenches of Agentic Engineering - John Adeojo at Brainqub3 * LoST: Level of Semantics Tokenization for 3D Shapes - Niladri Dutt at UCL | Adobe  * Material selection in 2D and beyond - methods, tricks and applications - Michael Fischer at Adobe * Building Real-World Computer Vision Systems with Voxel51 - Harpreet Sahota at Voxel51 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #opensource #london

More confidence. More security. Every journey. The In-Vehicle Recording System captures synchronized video and operational data from both interior and exterior cameras, providing reliable evidence whenever it matters. Designed to enhance fleet safety, accountability, and operational efficiency, it combines secure recording with built-in cybersecurity and privacy protection for commercial vehicle applications. • Simultaneous recording from interior and exterior cameras • Continuous loop and event-based recording • Live video streaming over LTE (HLS) • GPS location, timestamp and vehicle metadata logging • ISO 21434-ready cybersecurity architecture • GDPR & KVKK-compliant data privacy design • Secure firmware updates and data export • IR-supported cabin monitoring for reliable low-light performance • Automotive-grade durability for demanding operating conditions Reliable records mean safer operations. Safer. Future. For All. 💚 — Her yolculukta. Daha fazla kayıt. Daha fazla güven. Araç İçi Kayıt Sistemi (In-Vehicle Recording System), iç ve dış kameralardan eş zamanlı görüntü ve operasyon verilerini kaydederek ihtiyaç duyulduğunda güvenilir kayıt ve kanıt sağlar. Filo güvenliğini, operasyonel verimliliği ve sürücü sorumluluğunu desteklemek üzere geliştirilen sistem; siber güvenlik ve veri gizliliğini temel alan yapısıyla ticari araç uygulamaları için güvenilir bir kayıt altyapısı sunar. • İç ve dış kameralardan eş zamanlı kayıt • Sürekli döngüsel ve olay bazlı kayıt • LTE (HLS) üzerinden canlı görüntü aktarımı • GPS konumu, zaman damgası ve araç verisi kaydı • ISO 21434’e hazır siber güvenlik mimarisi • KVKK uyumlu veri gizliliği yaklaşımı • Güvenli yazılım güncelleme ve veri aktarımı • Düşük ışıkta güvenilir performans için IR destekli kabin kamerası • Zorlu çalışma koşullarına uygun otomotiv sınıfı dayanıklılık Güvenilir kayıt, daha güvenli operasyon demektir. Safer. Future. For All. 💚 #Buyutech #SaferFutureForAll #InVehicleRecordingSystem #IVRS #FleetManagement #VehicleSafety #CommercialVehicles #CyberSecurity #ComputerVision #CameraTechnologies #Mobility

Introducing ATLAS AI - Enterprise Intelligence, Unified ATLAS Group #AtlasAI #EnterpriseAI #ArtificialIntelligence #AgenticAI #DigitalTransformation #OperationalIntelligence #ComputerVision #BusinessIntelligence #Innovation #SmartOperations #atlasgroup #atlassecuritysolutions

Join us on July 23 for the monthly AI, ML, and Computer Vision Meetup! Register for the Zoom: hubs.ly/Q04nvRBH0 Talks will include: * Generative AI for Video Trailer Synthesis: From Extractive Heuristics to Autoregressive Creativity - Abhishek Dharmaratnakar at Google * Training-Free Object and Associated Effect Removal in Videos - Saksham Singh Kushwaha at University of Texas at Dallas * Making Agent Systems Observable, Reliable, and Testable - Adonai Vera at Voxel51 * Turning Models into Systems: AI Architecture That Works - Nikita Golovko at Siemens *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04nvv5d0 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

Mejorar la #eficiencia de los #empleados y reducir los #tiempos de espera de #clientes con #visiónartificial. #innovación #tecnología #computervision #retail #comercio #customerexperience #CX #ExperienciadeCliente #hostelería #privacidad #RGPD #IA #InteligenciaArtificial

Want to understand how AI bridges the gap between text and vision? 👁️ ✍️ This deep dive breaks down Modern Vision Language Models (VLMs), how they work, and why they are transforming multimodal AI. Read the full breakdown on @AnalyticsVidhya 👇 analyticsvidhya.com/blog/202… #AI #MachineLearning #VLMs #ComputerVision #GenAI

Join us on July 22 for the Best of ICRA virtual Meetup! Register for the Zoom: hubs.ly/Q04nv5tr0 Talks will include: * Contrastive learning on 3d point clouds for geometric defect detection - Alexander Tarvo at University of Washington * A Semantic and Occlusion-Aware Gaussian Mixture Probability Hypothesis Density Filter - Jovan Menezes at Cornell University * An Annotation-to-Detection Framework for Autonomous and Robust Vine Trunk Localization in the Field by Mobile Agricultural Robots - Dimitrios Chatziparaschis at University of California, Riverside * vS-Graphs: Tightly Coupling Visual SLAM and 3D Scene Graphs Exploiting Hierarchical Scene Understanding - Ali Tourani at University of Luxembourg *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04nv4mg0 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

99.9% AUROC on MVTec sounds like a solved problem — until you deploy in a real warehouse and the numbers collapse. That's the gap Amazon's Kaputt dataset was built to expose. Read it here: hubs.ly/Q04nvHY90 * 230K images * 29K defective instances * 48K distinct objects Roughly 40x larger than MVTec, with the messy pose and appearance variation of actual retail logistics. The best state-of-the-art methods scored just 56.96% AUROC. Barely better than a coin flip. It powered the Retail Track of the VAND 4.0 Challenge at CVPR 2026, and our latest post walks through how to explore Kaputt with open source FiftyOne: grouped multimodal views, embedding-based exploration with CLIP UMAP, similarity search, and VLM captioning with FastVLM. #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

Show, Don’t Tell. 🧠 Can a text-to-image model reason during generation without turning every intermediate thought into text? This is the question behind LatentMorph, an ICML 2026 work our team contributed to on implicit latent reasoning for image generation. Most reasoning-augmented T2I methods rely on explicit thoughts: intermediate reasoning is decoded into text, then re-encoded back into the generation process. This creates a bottleneck: • visual information can be lost • decode–encode loops add latency • fixed-step reasoning does not match the dynamics of visual creation LatentMorph keeps reasoning in continuous latent space instead. ✨ It monitors the autoregressive generation stream, invokes reasoning only when needed, and injects latent guidance back into later image token prediction. Core components: 🧩 Condenser compresses intermediate states into compact visual memory 🔁 Translator maps latent thoughts into generation-compatible guidance 🎛️ Shaper injects control signals into the generator’s KV cache ⚡ RL-trained Invoker adaptively decides when reasoning should be triggered On Janus-Pro, LatentMorph reports: 📈 16.0% on GenEval 📈 25.3% on T2I-CompBench 📈 15.6% / 11.3% over explicit reason-while-generation on WISE and IPV-Txt ⏱️ 44.3% less inference time 🪙 51.0% lower token consumption 🧠 71.8% alignment with human reasoning-invocation preferences The takeaway: for visual generation, reasoning does not always need to be verbalized. LatentMorph shows that latent thoughts can support more adaptive, efficient, and cognitively aligned text-to-image generation. arXiv: 2602.02227 #ICML2026 #GenerativeAI #ComputerVision #TextToImage #MultimodalAI #AIResearch

FlowCIR: Semantic Transport via Flow Matching for Zero-Shot Composed .. arxiv.org/abs/2607.02284 --- Newsletter morrislee1234.wixsite.com/we… More story linkedin.com/in/morris-lee-p… LinkedIn morris.short.gy/linkedin #AINewsClips #AI #ML #ArtificialIntelligence #MachineLearning #ComputerVision

Mastering Generative Vision & Video: From GAN to Flow to DiT ⏱️ 31.7 hours ⭐ 4.96 👥 113 🔄 May 2026 💰 $14.99 → 100% OFF comidoc.com/udemy/mastering-… #GenerativeAI #DiffusionModels #ComputerVision #udemy

Join us on July 15 for the Seattle AI, ML and Computer Vision Meetup in Bellevue! Register to reserve your spot: hubs.ly/Q04nvycM0 Talks will include: * Building Foundation Models for Robotic Perception - Bowen Wen at NVIDIA * Motivation and Challenges in working with Multimodal Timeseries Data - Prerna Dhareshwar at Voxel51 * Orchestrating Scalable AI Workflows with Flyte and hubs.ly/Q04nvKLq0 (hubs.ly/Q04nvBQB0) - Sage Elliott at hubs.ly/Q04nvKLq0 * STELLAR: Learning Sparse Visual Concepts for Unified Vision Models - Theodore Zhao at Microsoft *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04nvVXd0 #computervision #ai #artificialintelligence #seattle #mcp #agents #physicalai