Description: Gemini AI OCR Python API
In this video we are going to teach you how to setup and extract text and other information from images, using the Google Gemini AI API service. Later, we will show you the accuracy of the output, so please stick around.
Gemini AI has the ability to extract text from images and interpret the contents of the image. This model can take in images and answer questions about them. You can provide images by uploading a file. This model also has many other abilities that we will cover in another video.
For text extraction, Gemini AI uses a technology called Optical Character Recognition, or OCR for short. It analyzes images of text, deciphers the characters, and transforms them into editable digital text.
For image recognition and classification, OpenAI Vision uses LLM technology to interpret what it sees in the image you uploaded.
You can use this model to solve a myriad of problems involving images, documents, chatbots, speech and even writing code.
For example – you are asking users to upload an image of a document for a specific purpose, such as proof of address or age. When the image is uploaded, you can ask Gemini AI what is displayed in the image, what text is included, and what type of document it is. The model will verify if the uploaded document is appropriate and contains the necessary information.
Other examples include extracting data from forms and tables in invoices or receipts, converting handwritten notes, and handling multiple languages in one image.
Want to learn more about AI and its potential applications? Stay tuned for future videos where we explore the fascinating world of AI!
๐ code repo on Github: https://github.com/TechExpertTutorials/GeminiAI
Related Videos:
โถ๏ธ Python, Conda and VSCode Video: https://youtu.be/lGRwEcCHNtA
โถ๏ธ Azure OCR Video: https://youtu.be/67mudgk74hs
โถ๏ธ GCP OCR Video: https://youtu.be/hkKKfEqZvn4
โถ๏ธ OpenAI OCR Video: https://youtu.be/wlIFVfIYrPM
โถ๏ธ Gemini AI OCR Video: https://youtu.be/r2YGuPDECaE
โถ๏ธ AWS OCR Video: https://youtu.be/6h7fZ6brhsY
Related Videos/Playlists:
โถ๏ธ Google Cloud Vision API (Part 1): OCR Text Extraction Tutorial – https://youtu.be/q8QRd4CUuvs
โถ๏ธ Google Cloud Vision API (Part 2): Object Detection Tutorial – https://youtu.be/i2yFD8PsMvQ
โถ๏ธ Google Cloud Vision API (Part 3): Landmark Detection Tutorial – https://youtu.be/FZsdFvJLoa0
โถ๏ธ Google Cloud Vision API (Part 4): Facial Detection Tutorial – https://youtu.be/sZ4dP6JJhio
โถ๏ธ Google Cloud Vision API (Part 5): Label Detection Tutorial – https://youtu.be/s5doqd2VOds
โถ๏ธ Google Cloud Vision API Playlist – https://www.youtube.com/playlist?list=PLkTmsEazx3GVcEtCSLauTw4x4NgTSEGqM
๐ป Our channel: https://youtube.com/@TechExpertTutorials
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โถ๏ธ Most recent video: https://www.youtube.com/watch?v=G1jNf7P-2aw
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