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Building-AI-Applications-with-Hugging-Face

Hands-On tutorials building zero shot AI Applications with Hugging Face Open Source Models

Substack Medium Kaggle YouTube

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Text-Based Application

Topic Blog Kaggle Notebook Youtube Video
Building Chatbot Using HuggingFace Open Source Models Medium Kaggle YouTube
Building Text Translation System using Meta NLLB Open-Source Model Medium Kaggle YouTube

Speech-Based Application

Topic Blog Kaggle Notebook Youtube Video
Zero-Shot Audio Classification Using HuggingFace CLAP Open-Source Model Medium Kaggle YouTube
Building & Deploying a Speech Recognition System Using the Whisper Model & Gradio Medium Kaggle YouTube
Building Text-to-Speech Systems Using VITS & ArTST Models Medium Kaggle YouTube

Image Based Applications

Topic Blog Kaggle Notebook Youtube Video
Step-by-Step Guide to Zero-Shot Image Classification using CLIP Model Medium Kaggle YouTube
Building an Object Detection Assitant Application: A Step-by-Step Guide Medium Kaggle YouTube
Zero-Shot Image Segmentation using Segment Anything Model (SAM) Medium Kaggle YouTube
Building Zero Shot Depth Estimation Application Using DPT Model & Gradio Medium Kaggle YouTube

Vision Language Applications

Topic Blog Kaggle Notebook Youtube Video
Building Visual Questioning Answering System Using Hugging Face Open-Source Models Medium Kaggle YouTube
Building Image Captioning System using SalesForce Blip Model Medium Kaggle YouTube
Building Image-to-Text Matching System Using Hugging Face Open-Source Models Medium Kaggle YouTube

Application Deployment

Topic Blog Kaggle Notebook Youtube Video
Deploying Machine Learning Models on Hugging Face Hub with Gradio Integration Medium Kaggle YouTube

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Hands-On tutorials building zero shot AI Applications with Hugging Face Open Source Models

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