AI Project: Video Captioning with Hugging Face (Microsoft GIT)
We’ve done Video Classification (detecting “Basketball”). But that’s just a label. Video Captioning generates a full sentence describing the scene, like “A man playing basketball…
AI Project: Text-to-3D Generation with OpenAI Shap-E (Hugging Face)
We’ve conquered 2D images and video. Now, let’s enter the third dimension. If you’re interested in how Text to 3D Python works, Shap-E is a…
AI Project: Video Classification with Hugging Face (VideoMAE)
We’ve classified text, audio, and images. Now, let’s classify Video. In this article, we’ll explore Hugging Face Video Classification and how it can be applied…
AI Project: Build a YouTube Video Summarizer (Whisper + Hugging Face)
We’ve learned Transcription (Whisper) and Summarization separately. Now, let’s combine them to solve a real problem: watching long YouTube videos. In this post, we’ll build…
AI Project: Scaling RAG with Pinecone (Cloud Vector Databases)
We built a RAG chatbot using FAISS, which runs locally. That works for 1,000 documents. But what if you have 100 million? You need a…
AI Project: Image Upscaling & Super Resolution (SwinIR)
We’ve generated images from scratch, but what about fixing old ones? Hugging Face Image Upscaling offers a powerful solution for this. Super Resolution is the…
AI Project: Depth Estimation with Hugging Face (Seeing in 3D)
We’ve taught AI to classify objects and segment pixels. Now, let’s explore Hugging Face Depth Estimation and teach AI to understand distance. Depth Estimation models…
AI Project: Building an Instant AI Chatbot with Groq (500+ Tokens/s)
Latency is currently the biggest bottleneck in AI. Waiting for an answer often breaks the creative flow. Fortunately, Groq offers a powerful solution. If you’re…
AI Project: Real-Time Object Detection on Your Laptop (YOLOv8)
We’ve done Object Detection with Hugging Face, but that ran on a server model. If you want to try using YOLOv8 Python for computer vision…
AI Project: Run Llama 3 on Your Laptop (with llama-cpp-python)
Cloud APIs like ChatGPT are powerful, but they cost money and send your data to a server. the “2026 Vision” is Edge AI: running powerful…
