💡X-AnyLabeling — professional AI tool for automatic data labeling
X-AnyLabeling is an extended and improved version of the popular open-source project AnyLabeling, created for industrial use. Thanks to the support of AI and dozens of CV models, the tool makes labeling much faster and more accurately than manually.
💡 What X-AnyLabeling can do:
🔹 Automatic and semi-automatic annotation of images and videos
🔹 Support for 20+ computer vision models: YOLO, SAM, DETR, etc.
🔹 Working with real-time video — including object tracking on streams
🔹 Intuitive interface + collaboration mode
🔹 Export/import to all key annotation formats: COCO, VOC, YOLO, LabelMe, etc.
🔧 For whom:
✅ ML engineers and CV project teams
✅ Data analysts
✅ Researchers working with medical images, drones, security, etc.
✅ Companies creating commercial datasets
X-AnyLabeling is an extended and improved version of the popular open-source project AnyLabeling, created for industrial use. Thanks to the support of AI and dozens of CV models, the tool makes labeling much faster and more accurately than manually.
💡 What X-AnyLabeling can do:
🔹 Automatic and semi-automatic annotation of images and videos
🔹 Support for 20+ computer vision models: YOLO, SAM, DETR, etc.
🔹 Working with real-time video — including object tracking on streams
🔹 Intuitive interface + collaboration mode
🔹 Export/import to all key annotation formats: COCO, VOC, YOLO, LabelMe, etc.
🔧 For whom:
✅ ML engineers and CV project teams
✅ Data analysts
✅ Researchers working with medical images, drones, security, etc.
✅ Companies creating commercial datasets
GitHub
GitHub - CVHub520/X-AnyLabeling: Effortless data labeling with AI support from Segment Anything and other awesome models.
Effortless data labeling with AI support from Segment Anything and other awesome models. - CVHub520/X-AnyLabeling
🌎TOP DS-events all over the world in May
May 7-8 - Data Science Next Conference Europe 2025 - Amsterdam, Netherlands - https://dscnextcon.com/
May 7-8 - Data Innovation Summit – Stockholm, Sweden - https://datainnovationsummit.com/
May 12-13 – DataFest – Edinburgh, UK - https://thedatalab.com/datafest/
May 13-15 - Qlik Connect – Orlando, USA - https://www.qlikconnect.com/
May 14 - Real-Time Analytics Summit – Online - https://rtasummit.startree.ai/
May 14 - Rise of AI Conference - Berlin, Germany - https://dev.events/conferences/rise-of-ai-conference-2025-j9m-mlae
May 14-15 - Data Summit 2025 – Boston, USA - https://www.dbta.com/DataSummit/2025/default.aspx
May 14-16 - JOTB2025 - Malaga, Spain - https://jonthebeach.com/
May 20-21 - M3 Konferenz - Minds Mastering Machines - IHK Karlsruhe, Germany - https://dev.events/conferences/minds-mastering-machines-mgc-axtp
May 22 - DATA SCIENCE RUHRGEBIET CONGRESS - ZESS - Bochum, Germany - https://data-science.ruhr/
May 29-30 - The Data Science Conference – Chicago, USA - https://www.thedatascienceconference.com/
May 7-8 - Data Science Next Conference Europe 2025 - Amsterdam, Netherlands - https://dscnextcon.com/
May 7-8 - Data Innovation Summit – Stockholm, Sweden - https://datainnovationsummit.com/
May 12-13 – DataFest – Edinburgh, UK - https://thedatalab.com/datafest/
May 13-15 - Qlik Connect – Orlando, USA - https://www.qlikconnect.com/
May 14 - Real-Time Analytics Summit – Online - https://rtasummit.startree.ai/
May 14 - Rise of AI Conference - Berlin, Germany - https://dev.events/conferences/rise-of-ai-conference-2025-j9m-mlae
May 14-15 - Data Summit 2025 – Boston, USA - https://www.dbta.com/DataSummit/2025/default.aspx
May 14-16 - JOTB2025 - Malaga, Spain - https://jonthebeach.com/
May 20-21 - M3 Konferenz - Minds Mastering Machines - IHK Karlsruhe, Germany - https://dev.events/conferences/minds-mastering-machines-mgc-axtp
May 22 - DATA SCIENCE RUHRGEBIET CONGRESS - ZESS - Bochum, Germany - https://data-science.ruhr/
May 29-30 - The Data Science Conference – Chicago, USA - https://www.thedatascienceconference.com/
👍1
👨💻Data Science professionals need cutting-edge tools to stay ahead.
There are 5 services that can boost work efficiency:
1️⃣ DataRobot — A platform that helps automate the process of creating and optimizing machine learning models, allowing even beginners to quickly implement data analysis solutions.
2️⃣ Hugging Face — A repository and tools for working with NLP models and transformers. Essential for processing text data.
3️⃣ RapidMiner — A tool for automating data analysis processes with minimal time investment. It includes powerful features for modeling and visualization.
4️⃣ Kaggle Kernels — A platform for data science learning and competitions, offering seamless access to vast datasets and cloud-based computing resources. Ideal for collaboration, experimentation, and sharpening your skills in a hands-on environment.
5️⃣ Neptune.ai — An experiment-tracking platform for machine learning, enabling teams to log, compare, and visualize model performance effortlessly. Ideal for collaborative projects requiring reproducibility and insight into complex workflows.
💡 Why is this important?
These tools help analysts and researchers save time on routine tasks and achieve results more quickly. Investing in modern services is becoming an important factor in boosting productivity in Data Science.
There are 5 services that can boost work efficiency:
1️⃣ DataRobot — A platform that helps automate the process of creating and optimizing machine learning models, allowing even beginners to quickly implement data analysis solutions.
2️⃣ Hugging Face — A repository and tools for working with NLP models and transformers. Essential for processing text data.
3️⃣ RapidMiner — A tool for automating data analysis processes with minimal time investment. It includes powerful features for modeling and visualization.
4️⃣ Kaggle Kernels — A platform for data science learning and competitions, offering seamless access to vast datasets and cloud-based computing resources. Ideal for collaboration, experimentation, and sharpening your skills in a hands-on environment.
5️⃣ Neptune.ai — An experiment-tracking platform for machine learning, enabling teams to log, compare, and visualize model performance effortlessly. Ideal for collaborative projects requiring reproducibility and insight into complex workflows.
💡 Why is this important?
These tools help analysts and researchers save time on routine tasks and achieve results more quickly. Investing in modern services is becoming an important factor in boosting productivity in Data Science.
DataRobot
DataRobot Homepage | DataRobot
DataRobot delivers the industry-leading AI applications and platform that maximize impact and minimize risk for your business
👍2
🔹 Qwen 3: The Next-Generation Chinese AI
🧠 Hybrid Thinking and Scalability
Qwen 3 is the third generation of large language models developed by Alibaba, designed with a focus on hybrid reasoning. It combines logical reasoning with content generation, making it a versatile tool for a wide range of tasks. The model is available in various configurations, including dense models (from 0.6B to 32B parameters) and sparse models (up to 235B parameters), offering flexibility based on user needs.
🌍 Multilingual Support and Broad Applications
Trained on 36 trillion tokens, Qwen 3 supports 119 languages and dialects, including Chinese, English, Russian, French, and Spanish. This makes it especially attractive for global enterprises aiming for multilingual support and localization. The model is already being used across diverse sectors such as software development, data analysis, education, and marketing.
📈 AI Market Competition
With the release of Qwen 3, Alibaba is intensifying competition in the AI market, particularly in China, where it aims to surpass rivals like DeepSeek and Baidu. The company claims that Qwen 3 outperforms competitor models in several key metrics, including logical reasoning capabilities and task efficiency.
🧩 Open Source and Accessibility
Qwen 3 is released under the Apache 2.0 license, making it accessible to a wide audience of developers and researchers. It is available through platforms such as chat.qwen.ai, Hugging Face, and ModelScope, allowing for easy integration into various applications and services.
🔮 Prospects and Impact
The release of Qwen 3 highlights China’s ambition to lead in the field of artificial intelligence. With enhanced functionality and broad accessibility, Alibaba demonstrates its readiness to compete with Western tech giants by offering powerful and versatile AI solutions.
🧠 Hybrid Thinking and Scalability
Qwen 3 is the third generation of large language models developed by Alibaba, designed with a focus on hybrid reasoning. It combines logical reasoning with content generation, making it a versatile tool for a wide range of tasks. The model is available in various configurations, including dense models (from 0.6B to 32B parameters) and sparse models (up to 235B parameters), offering flexibility based on user needs.
🌍 Multilingual Support and Broad Applications
Trained on 36 trillion tokens, Qwen 3 supports 119 languages and dialects, including Chinese, English, Russian, French, and Spanish. This makes it especially attractive for global enterprises aiming for multilingual support and localization. The model is already being used across diverse sectors such as software development, data analysis, education, and marketing.
📈 AI Market Competition
With the release of Qwen 3, Alibaba is intensifying competition in the AI market, particularly in China, where it aims to surpass rivals like DeepSeek and Baidu. The company claims that Qwen 3 outperforms competitor models in several key metrics, including logical reasoning capabilities and task efficiency.
🧩 Open Source and Accessibility
Qwen 3 is released under the Apache 2.0 license, making it accessible to a wide audience of developers and researchers. It is available through platforms such as chat.qwen.ai, Hugging Face, and ModelScope, allowing for easy integration into various applications and services.
🔮 Prospects and Impact
The release of Qwen 3 highlights China’s ambition to lead in the field of artificial intelligence. With enhanced functionality and broad accessibility, Alibaba demonstrates its readiness to compete with Western tech giants by offering powerful and versatile AI solutions.
❤1👍1🤔1
📌 Apple is remodelling Siri with a brand-new architecture built around large language models (LLMs).
📌 The team in Zurich is reportedly rebuilding Siri from the ground up to make it more conversational, context-aware and capable of synthesizing web information.
📌 Unlike other voice assistants the new Siri is expected to process queries directly on-device using Apple’s privacy-focused frameworks.
📌 Apple is also exploring integrations with AI-powered search tools like Perplexity for enhanced web responses.
🔄 Leadership shake-ups and AI strategy.
📌 John Giannandrea, Apple’s long-time AI chief, has been removed from some Siri-related projects, causing concern internally about potential layoffs or internal shifts.
📌 The Siri team has reportedly struggled with integrating generative AI into the assistant’s legacy codebase, prompting the complete rebuild.
📌 Apple has also held talks with external partners to strengthen Safari’s AI-powered search capabilities.
📅 What to expect at WWDC 2025
📌 Don’t expect a major Siri showcase at WWDC this June.
📌 Apple is planning incremental updates to iOS, iPadOS, and macOS with a focus on UI enhancements rather than Siri’s capabilities.
📌 Sources suggest the real Siri upgrade may roll out later as part of Apple’s broader AI strategy which is still under development.
Please open Telegram to view this post
VIEW IN TELEGRAM
❤3
🧠 Mixture-of-Agents architecture & deep automation
Genspark routes every request through a team of nine purpose-built large-language models and an arsenal of 80+ in-house tools. Its controller decomposes a goal, assigns each sub-task to the best “mini-agent,” then stitches the results back together—boosting speed, accuracy and cost-efficiency compared with single-model agents.
🌍 Real-world adoption across functions
Early users hand off jobs such as market research, data analysis, slide-deck building, travel planning, even voice calls to suppliers. Case studies show Genspark producing full 14-slide presentations, booking hotels via API/voice, and generating marketing microsites—often in minutes rather than hours.
🔮 Roadmap & broader impact
Beyond text tasks, Genspark is rolling out multimodal agents: in-platform video generation (Genape), 3D-CAD workflows, and an “Autopilot” phone bot that can place real-world calls—all powered by its multi-LLM stack and premium datasets. If these modules mature, Genspark could sit between classic BI suites and today’s single-model assistants, offering an end-to-end autonomous workbench for enterprises.
Please open Telegram to view this post
VIEW IN TELEGRAM
❤1👍1
Media is too big
VIEW IN TELEGRAM
A San Francisco-based startup recently raised $4.7 million in a pre-seed funding round co-led by Andreessen Horowitz’s crypto accelerator and EV3
Rumi’s platform lets viewers talk to on-screen characters, athletes, or hosts in real time — while watching. The AI interprets live video and audio context to answer questions like:
“Why was that a foul?”
“Does Steph Curry look tired now?”
All responses are anchored in the actual content and scene, minimizing speculation and hallucination.
The system operates on decentralized infrastructure, indexing video as it’s viewed. This enables real-time engagement while preserving IP rights — content owners remain fully in control.
❗️ Why it matters:
Rumi is pioneering a shift in media — from passive consumption to active dialogue. This could redefine streaming platforms, sports broadcasts, educational videos, and more, by merging entertainment with interactive AI.
📌 Investments: $4.7M pre-seed (Andreessen Horowitz + EV3)
📌 Tech: Real-time video + audio parsing, context-aware AI responses, decentralized indexing
📌 Use cases: Live Q&A during shows/matches, fact checks, character insights
🔮 The big picture:
Viewers aren’t just watching — they’re interacting, learning, and engaging emotionally. Rumi aims to turn media into conversational, personalized experiences that feel like co-creation with AI.
Please open Telegram to view this post
VIEW IN TELEGRAM
❤1👍1
This media is not supported in your browser
VIEW IN TELEGRAM
What can Photoleap do?
⚡️ Creative Transformations: Expand image backgrounds with AI Expand, generate professional portraits with AI Headshot Generator, or swap faces with FaceSwitch for playful or creative edits. Convert photos into paintings, anime, or retro styles using AI-driven filters.
↗️ AI-Enhanced Editing: Instantly improve photos with Auto Enhance, optimizing lighting, contrast, and sharpness. AI Remove precisely eliminates unwanted objects or backgrounds, delivering clean, professional results.
✏️ Text-to-Image Creation: Generate unique artwork from text prompts in seconds, supporting realistic, anime, or cartoon styles—perfect for custom social media graphics or digital art projects.
🎥 Motion and Animation: Bring images to life with 3D effects, live photo animations, or short videos. Create GIFs or dynamic content tailored for platforms like Instagram and TikTok.
🗒 Advanced Layer Editing: Build complex compositions with multiple layers, masks, and blending modes. Add text, stickers, or effects to craft professional designs directly on your device.
🌟 Social Media Optimized: Use templates for perfectly sized posts and stories. Crop, resize, or add digital frames to suit any platform, with direct sharing options or exports in JPEG, PNG, or MP4 formats.
Please open Telegram to view this post
VIEW IN TELEGRAM
❤1
🤖 Nanobanana.ai is an AI aggregation platform that provides unified subnoscription-based access to a suite of the world's most advanced AI models for image generation and editing. It simplifies the creative workflow by offering a single gateway to multiple powerful tools, eliminating the need for separate subnoscriptions.
🎨 Text-to-Image Generation
Leverage the strengths of top-tier AI models to generate stunning visuals from simple text prompts:
Stable Diffusion 3 & SDXL: For maximum control over composition and style, enabling the creation of highly detailed and customizable imagery.
DALL·E 3: Excels at prompt adherence, generating accurate and contextually relevant images that closely match your textual denoscriptions.
Midjourney: Renowned for its distinctive artistic style and high aesthetic quality, ideal for creating visually arresting and creative artwork.
Playground v2.5 & Flux Dev: Generate images across a wide spectrum of styles, from photorealistic renders to anime and digital art.
✨ Professional Editing & Enhancement Tools
Move beyond generation and into precision editing with AI-powered tools:
AI Upscale: Intelligently increase image resolution by 2x-4x while preserving and enhancing detail, eliminating pixelation.
Inpainting/Outpainting: Seamlessly remove unwanted objects, restore missing details, or expand an image's canvas by generating coherent backgrounds.
Reimagine: Instantly create multiple variations of an original image, exploring different artistic interpretations and styles.
Background Removal: Automatically detect and remove image backgrounds with high precision, enabling quick compositing and replacement.
📌 Ideal For:
Designers & Digital Artists: Rapidly prototype concepts and create assets.
Social Media Content Creators: Produce a constant stream of engaging, original visual content.
Marketers & Advertisers: Create compelling visuals for campaigns and social ads quickly.
Bloggers & Journalists: Generate custom featured images and illustrations for publications.
Digital Art Hobbyists: Explore AI artistry and experiment with different models effortlessly.
🎨 Text-to-Image Generation
Leverage the strengths of top-tier AI models to generate stunning visuals from simple text prompts:
Stable Diffusion 3 & SDXL: For maximum control over composition and style, enabling the creation of highly detailed and customizable imagery.
DALL·E 3: Excels at prompt adherence, generating accurate and contextually relevant images that closely match your textual denoscriptions.
Midjourney: Renowned for its distinctive artistic style and high aesthetic quality, ideal for creating visually arresting and creative artwork.
Playground v2.5 & Flux Dev: Generate images across a wide spectrum of styles, from photorealistic renders to anime and digital art.
✨ Professional Editing & Enhancement Tools
Move beyond generation and into precision editing with AI-powered tools:
AI Upscale: Intelligently increase image resolution by 2x-4x while preserving and enhancing detail, eliminating pixelation.
Inpainting/Outpainting: Seamlessly remove unwanted objects, restore missing details, or expand an image's canvas by generating coherent backgrounds.
Reimagine: Instantly create multiple variations of an original image, exploring different artistic interpretations and styles.
Background Removal: Automatically detect and remove image backgrounds with high precision, enabling quick compositing and replacement.
📌 Ideal For:
Designers & Digital Artists: Rapidly prototype concepts and create assets.
Social Media Content Creators: Produce a constant stream of engaging, original visual content.
Marketers & Advertisers: Create compelling visuals for campaigns and social ads quickly.
Bloggers & Journalists: Generate custom featured images and illustrations for publications.
Digital Art Hobbyists: Explore AI artistry and experiment with different models effortlessly.
❤2
This media is not supported in your browser
VIEW IN TELEGRAM
🌐 OpenAI has released ChatGPT Atlas
Atlas is a browser with an integrated AI sidebar, built as a full-featured super-assistant for work, learning, and creativity. All interaction is conversational: you manage tasks, search, and organize routines easily while browsing. Atlas is currently available for macOS, with Windows, iOS, and Android support coming soon.
Key ChatGPT Atlas options:
⚡️ Built-in ChatGPT chat: The assistant is always available on every page, ready to summarize, analyze, and generate content directly in the sidebar.
🌟 Agent Mode: The AI-agent can book tables, purchase tickets, and execute online orders—available to Plus, Pro, and Go subscribers.
🔎 Conversational search: Type anything into the address bar, and Atlas will deliver ChatGPT-style dialog answers, while traditional links remain accessible.
🛡 Flexible privacy controls: Users decide which sites AI can access and what gets saved in "browser memory," with the choice to clear or archive at any time.
🌐 Extensibility & Chromium engine: Atlas supports most browser extensions and provides high compatibility with websites.
🔜 Quick actions on selected text: Highlight any text and AI-contextual suggestions appear, streamlining tasks and insights.
Atlas is a browser with an integrated AI sidebar, built as a full-featured super-assistant for work, learning, and creativity. All interaction is conversational: you manage tasks, search, and organize routines easily while browsing. Atlas is currently available for macOS, with Windows, iOS, and Android support coming soon.
Key ChatGPT Atlas options:
🌟 Agent Mode: The AI-agent can book tables, purchase tickets, and execute online orders—available to Plus, Pro, and Go subscribers.
🌐 Extensibility & Chromium engine: Atlas supports most browser extensions and provides high compatibility with websites.
Please open Telegram to view this post
VIEW IN TELEGRAM
This media is not supported in your browser
VIEW IN TELEGRAM
It dramatically reduces post-processing time while accurately replicating your signature adjustments for exposure, color, contrast, and overall look. Fully integrated with Adobe Creative Cloud, Imagen AI always keeps you in control: the AI suggests edits, and you finalize everything in your familiar Lightroom environment.
Key Features of Imagen AI:
⚡️ Personal AI Profiles
Trains on 5,000+ of your edited photos to create unlimited custom profiles tailored to different genres (weddings, portraits, etc.). Once trained, it automatically applies your exact editing style to new shoots.
🌟 AI-Powered Culling
Automatically selects the sharpest and best-composed shots, detects and groups duplicates, flags blinks and closed eyes, and ranks images — turning thousands of photos into a curated selection in minutes.
🎨 Talent Profiles
Ready-to-use signature styles from world-class photographers, including: “Natural Feels” by John Branch IV, “Clean & Crisp” by Susan Stripling, “Tierra” by Fer Juaristi, “Cinematic Luxury” by Charmi Peña and many more.
🔧 One-Click Batch Editing
Instantly applies color correction, exposure, noise reduction, sharpening, cropping, and even video enhancements across entire galleries.
🛡 Privacy & Full Control
Your photos are used only to train your personal profiles and are never stored on Imagen’s servers. All final editing and adjustments stay inside Lightroom.
🔄 Cloud Sync & Backup
Automatic cloud storage of your AI profiles, seamless style updates, and the assurance that ~90% of images are client-ready straight out of the AI.
Imagen AI turns weeks of editing into hours — while keeping every image unmistakably yours.
Please open Telegram to view this post
VIEW IN TELEGRAM