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Youssef Boulaouane

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reacted to Xenova's post with 🔥 4 days ago
First project of 2025: Vision Transformer Explorer I built a web app to interactively explore the self-attention maps produced by ViTs. This explains what the model is focusing on when making predictions, and provides insights into its inner workings! 🤯 Try it out yourself! 👇 https://huggingface.co/spaces/webml-community/attention-visualization Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization
liked a Space 4 days ago
webml-community/attention-visualization
reacted to DawnC's post with ❤️ 4 days ago
🌟 PawMatchAI: Making Breed Selection More Intuitive! 🐕 Excited to share the latest update to this AI-powered companion for finding your perfect furry friend! The breed recommendation system just got a visual upgrade to help you make better decisions. ✨ What's New? Enhanced breed recognition accuracy through strategic model improvements: - Upgraded to a fine-tuned ConvNeXt architecture for superior feature extraction - Implemented progressive layer unfreezing during training - Optimized data augmentation pipeline for better generalization - Achieved 8% improvement in breed classification accuracy 🎯 Key Features: - Smart breed recognition powered by AI - Visual matching scores with intuitive color indicators - Detailed breed comparisons with interactive tooltips - Lifestyle-based recommendations tailored to your needs 💭 Project Vision Combining my passion for AI and pets, this project represents another step toward my goal of creating meaningful AI applications. Each update aims to make the breed selection process more accessible while improving the underlying technology. 👉 Try it now: https://huggingface.co/spaces/DawnC/PawMatchAI Your likes ❤️ on this space fuel this project's growth! #AI #MachineLearning #DeepLearning #Pytorch #ComputerVision See translation
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