RT @PyImageSearch: 🚨 New tutorial drop! 🚨.Breaking the CNN Mold: YOLOv12 Brings Attention to Real-Time Object Detection..

Would love to hear your ideas for applying video highlight detection in real-world use cases.

Sitting through hour-long videos to find key moments? 😮‍💨. In this tutorial, we show how SmolVLM2 can generate highlight reels automatically. Built with @huggingface, @Gradio, and @FFmpeg, this pipeline makes video summarization practical even on limited compute.

Curious to know: how would you use such lightweight vision-language models in your workflows?.

Multi-image VQA is tough. Doing it with compact models under 5GB GPU? Even tougher. In this tutorial, we break down the nuts and bolts of SmolVLM2 — efficient, scalable, and ready for real-world deployment. We also share a simple demo showcasing its multi-image VQA capabilities.

Used all my compute. 😗

RT @PyImageSearch: New tutorial! 🎬🚀.Video Understanding and Grounding with Qwen 2.5.🎥 Unlock the temporal magic in your videos. https://t.co….

RT @PyImageSearch: New tutorial! 🚀.Object Detection and Visual Grounding with Qwen 2.5.👍.Author: Puneet Mangla.#Obj….

RT @PyImageSearch: New tutorial! 🚀.Content Moderation via Zero Shot Learning with Qwen 2.5.👍.Author: Puneet Mangla….

A nice place — my @huggingface profile: Will make it nicer!. 👀.

🧠 What if an AI could assist doctors in detecting brain tumors?. Here, we fine-tune @Google's PaliGemma 2 to spot brain tumors in medical scans. If you're curious about AI in healthcare, medical imaging, or fine-tuning VLMs, this one's for you!.

RT @GoogleDeepMind: We’ve developed Gemini Diffusion: our state-of-the-art text diffusion model. Instead of predicting text directly, it l….

RT @PyImageSearch: New Tutorial! 🚀.Build a Search Engine: Semantic Search System Using OpenSearch.👍.Author: Vikram….

RT @PyImageSearch: New tutorial! 🚀.Build a Search Engine: Deploy Models and Index Data in AWS OpenSearch.👍.Author:….

Reposting… iykyk.

RT @PyImageSearch: New tutorial! 🚀.Build a Search Engine: Setting Up AWS OpenSearch.🔎 Kickstarting a cloud adventure — building a search en….

RT @SpokespersonMoD: All media channels, digital platforms and individuals are advised to refrain from live coverage or real-time reporting….

RT @ayushthakur0: It's a shame that I have to rely on international media to get a clear picture of what's happening. Aren't there journa….

Operation Sindoor. 🇮🇳💪.

🎮Ever imagined an AI coach watching your Valorant gameplay?. Here we fine-tune @Google's PaliGemma 2 model to detect teammates, enemies, spike drops and more… all from gameplay screenshots!. Whether you're into gaming, computer vision, or fine-tuning VLMs, this one's for you!.