Lab45’s Post

Lisa Simpson: "He's like a riddle wrapped in an enigma wrapped in a vest." This also applies to AI tools. Wrappers all the way down? We not quite ... a data set, wrapped in tine tuning preferences, wrapped in model weights, wrapped in a an ML framework, wrapped in an adapter, wrapped in an interface, wrapped in a GUI. At 10zebra we are building for creative teams, including tighter integration to open source workflows. This example is based on ipiv’s work, using an aesthetic curated with MJ. #comfy #ipiv #lcm #animateDiff #civit #sd15

It was such a pleasure to meet so many folks at #PositConf2023 and especially to talk about VETIVER! 🏺 If you're interested in learning more, check out: 🎯 Materials from our workshop on deploying ML models: https://lnkd.in/gWdHik3M 🎯 Slides for my talk today on reliable maintenance of ML models: https://lnkd.in/gdDN8eBq

🌈 News from Rainbow.Net Project! 🚀 I'm thrilled to announce that the concept of Rainbow.Net has made its debut on the Kaggle platform! 🎉 The published Kaggle notebook showcases the principle of explicit converting consolidated memory into distributed calculations, likewise artificial intelligence and machine learning implicitly do. 💻✨ In this notebook, we dive into a simple color names classification task, where Rainbow.Net demonstrates its ability in handling complex data patterns with precision and efficiency. Explore the Kaggle notebook here: [Rainbow.Net Total Classifier](https://lnkd.in/g-yzeqfg) and discuss the idea. 🌈💡 Stay tuned for more exciting updates as we continue to push the boundaries of innovation in artificial intelligence and machine learning. 🚀🔍 #RainbowNet #NeuralNetworks #MachineLearning #Innovation #ArtificialIntelligence #Kaggle #ColorClassification #DistributedCalculations

Embarking on a journey through the evolution of software engineering, I've uncovered lessons from the past that illuminate the path forward. From the joy of mixing game cartridges on a Philips Videopac G7000 to embracing the future with AI and GenCode, each step has revealed the transformative power of technology. Join me as I share these insights, hoping to inspire and connect with fellow tech enthusiasts and innovators. Let's explore together how the stories we write today will shape the technology of tomorrow. #TechEvolution #SoftwareEngineering #Innovation #AI #GenCode #FutureOfTech

Recently, we had the pleasure of listening to an insightful TechTalk on Machine Learning (ML) led by Vadym Zhernovyi, one of our seasoned software engineers at Blackthorn Vision. Vadym shed light on the transformative role of ML in various industries and its defining impact on the future of technology. Now, we want to share it with you. Swipe through the slides and drop us a line if you have questions, clarifications, or ideas! #MachineLearning #ArtificialIntelligence #TechTalk #Innovation #BlackthornVision

Hi guys,for this time i want to share what i've learned at Startup Campus on AI Journey Series 3: New Things I Discover in Computer Vision Chapter There is so much insight and knowledge about Computer Vision with training carried out in a structured manner so that it can increase the foundation of each participant's knowledge. #SCBatch5 #GrowatStartupCampus #DariMahirJadiKarier

🚀 Thrilled to announce my latest project! 🧠📈 I’ve developed a web application that leverages deep learning to predict whether a given CT scan image of a kidney is normal or has a tumor. This project is a significant step towards utilizing AI for healthcare diagnostics. Here are some key functionalities and technologies used: 🔍 VGG16 Model: Utilizes the powerful VGG16 deep learning model for accurate image classification and tumor detection. 💡 Modular Coding: The project is built with a modular coding approach, ensuring clean, maintainable, and scalable code. 📊 DVC Pipeline: Data Version Control (DVC) is used to manage the project workflow, providing versioning for datasets and models, and ensuring reproducibility. 🌐 Flask Backend: Flask is used to create a robust backend service that handles model inference and serves predictions seamlessly. 📈 MLflow Tracking: MLflow is integrated to track model accuracy, performance metrics, and experiment management, enabling continuous improvement. The app offers an intuitive and user-friendly interface, making it easy for medical professionals to upload CT scan images and receive immediate predictions. I'm excited about the potential impact this project can have in assisting early diagnosis and treatment planning for kidney tumors. Check out the screenshots below, and feel free to reach out if you have any questions or feedback! Github Repo : https://lnkd.in/dNTWjG83 #DeepLearning #AIinHealthcare #VGG16 #MachineLearning #Flask #DataVersionControl #MLflow #ModularCoding #HealthTech #AI #MedicalImaging #CTScan #KidneyHealth

Have you been keeping up with #OSSAdventOfCode? 🎄 We've been counting down to the holidays with an open source project each day. 🗓 There are just 10 days left! There's still time to star the repos, work with the tech, and share what you’ve learned for a chance to win an exclusive swag pack. 🎁 Get all the details in the links in the comments and let’s have some holiday fun. See you in the Discord! Huge thank you to all the participating projects! The Milvus Project (#Milvus) Voxel51 (#FiftyOne) Stan Girard (#Quivr) deepset (#Haystack) Timeplus (#Proton) YData (#YDataProfiling) Andrei Bondarev (#LangChainRB) Union.ai (#Flyte) Iterative (#DVC) Arize AI (#ArizePhoenix) TruEra (#TruLens) BentoML (#OpenLLM) HumanSignal (#LabelStudio) LlamaIndex (#LlamaIndex) AI Bloks / LLMWare (#LLMWare) Kevin Musgrave Isha Ghodgaonkar (#Determined & #Pachyderm) Giannis Polyzos (#ApacheFlink #ApachePaimon) David Garnitz(#VectorFlow) Zilliz (#GPTCache) Anyscale(#Ray) Deci AI (#SuperGradients) Tryolabs (#Temporian) Deepchecks (#Deepchecks)

The Two Questions Every Innovator Faces: "Why does it not work? Why does it work?" These aren't just coder dilemmas; they're the heartbeat of every innovator's journey. From my early days in AI to the challenges of building Oppflow, these questions have been my constant companions. But here's the twist: It's not about finding the answers. It's about embracing the QUESTIONS. They push us, challenge us, and drive us to innovate. 🤘🏻 🔥 Challenge: Drop a challenge you're facing right now in the comments. Let's tackle them together, share insights, and grow as a community. Because every question, every challenge, is a step forward. 💪🏻 #InnovationJourney #EmbraceTheQuestions #CommunityGrowth #TechChallenges

"Attended an amazing machine learning workshop! Learned so much about algorithms and data analysis. Definitely looking forward for more such workshops. #MachineLearning #WorkshopExperience"