Shivendra Upadhyay’s Post

Learn how an image-text multi-modality model can perform image classification, image retrieval, and image captioning - by Yi Wei

Practiced several scenarios like (text to image, image to text, audio to text, text summarisation , image captioning ) using Open Source Hugging Face Models. Repo Link :: https://lnkd.in/ggyuacMu

Simple Image Generation Pipeline End to End. Going through Huggingface Diffusion Course & it allows you to get upto speed in Deep Learning very quickly. End to End Pipelines are important because Deep Learning is a iterative & experimentation heavy domain. If we don't do End to End pipeline, we will never move forward. So a simple pipeline and we will customize it further to fine tune Stable Diffusion. Just in 8 lectures you can reach until coding your own Midjourney. https://lnkd.in/dcJ2Ue9p #deeplearning #huggingface #generativeai

Exciting News! Learn all about Image Classification in our latest YouTube video! In this video, we dive deep into the world of image classification, exploring the fascinating technology that powers it. Whether you're a tech enthusiast or just curious about how computers 'see' images, this is a must-watch! https://lnkd.in/db6N-zfz... Don't miss out! Hit the link above, subscribe to our channel, and join us on this visual journey. Let's unravel the mysteries of image classification together! #ImageClassification #TechExploration #YouTubeLearning #ComputerVision

Let's learn how to create this trending profile image using 4 FREE AI Tools. #aiimagegenerator #aitools #adobefirefly #dalle #chatgpt

🚀 Created a presentation titled "Understand Stable Diffusion from Code."🌟 Rather than dealing in theory of LDM, I'll explain through working code how the images are generated. I'm also planning to write a blog about this in the future. 💡 Highlights: - A clear breakdown of the 4-step process in Latent Diffusion Models. - Animation of the denoising process. - All the codes in the slides are executable. I also publish the code to create animations. 🔗 Check it out here: https://lnkd.in/dNdcXTuX #StableDiffusion #MachineLearning #AI #ImageGeneration #DeepLearning #TechInnovation #DataScience

Discover the power of Multimodal Knowledge Graphs in integrating structured knowledge from text, images, sound, and video. Learn about their construction, applications in fields like image classification and visual question answering, and the challenges they present. Explore how these advanced graphs enable a comprehensive understanding of complex concepts and relationships across various domains. Read the full article here: https://lnkd.in/gtAY3iYN #generativeai #knowledgegraph

🎉 Exciting Project Alert! 🎉 🤚🔍 Delighted to share my latest project on Hand Detection using state-of-the-art computer vision techniques! 🖥️👀 In this project, I developed a robust hand detection system leveraging deep learning models and advanced image processing algorithms. 💡💻 🔍 Key Features: 1️⃣ Accurate Hand Localization: Implemented a multi-stage pipeline for precise hand detection in various environmental conditions. 2️⃣ Real-time Performance: Optimized the model architecture and inference process to achieve high-speed processing suitable for real-time applications. 3️⃣ Robustness: Designed the system to handle challenges such as occlusions, varying lighting conditions, and diverse hand shapes and sizes. 4️⃣ Integration Ready: Developed APIs for seamless integration with existing applications and frameworks. 🚀 Applications: Gesture Recognition: Enabling intuitive interaction with digital interfaces. Human-Computer Interaction: Facilitating natural communication between humans and machines. Augmented Reality: Enhancing immersive experiences through hand gestures in AR applications. 🌟 Technologies Used: Python, OpenCV, TensorFlow Convolutional Neural Networks (CNNs) Image Processing Techniques 📈 Results: The developed system achieved an impressive accuracy rate of over 90% on standard benchmark datasets. Additionally, it demonstrated exceptional performance in real-world scenarios, showcasing its potential for practical applications. 🤝 Let's Connect! Excited to share more about this project and explore potential collaborations in computer vision, AI, and related fields. Feel free to reach out and let's innovate together! 🚀 #ComputerVision #AI #HandDetection #DeepLearning #MachineLearning #ImageProcessing #ArtificialIntelligence #Python #OpenCV #TensorFlow #GestureRecognition #AR #CV #Innovation #Technology #Engineering #LinkedIn #ProjectShowcase

📰 High-Dynamic Video Generation: Researchers have developed a new approach called PixelDance that improves video generation by incorporating image instructions along with text instructions. Current methods focusing on text-to-video generation often produce video clips with minimal motions. PixelDance, based on diffusion models, sets a higher standard for video synthesis by creating videos with complex scenes and intricate motions. #ArtificialIntelligence #MachineLearning #ComputerVision #VideoGeneration

Just found a cool site that shows how language models work, from start to finish. It's got explanations and formulas and all that tech stuff. Works best on a computer. https://bbycroft.net/llm #languagemodels #techinsights #aiexplained l #innovationinaction #DigitalTrends #userexperiencedesign #TechTalks #designthinking #smarttechsolutions