Google Vertex AI Tutorial #5 - Multimodal Tutorial: Image, Video & Audio Analysis with Gemini 2.0
๐ Learn how to use Google Vertex AI with Gemini 2.0 Flash for multimodal AI applications! This comprehensive tutorial covers image analysis, video understanding, and audio processing using Google Cloud Platform.
Bucket URL - https://console.cloud.google.com/storage/browser/cloud-samples-data/generative-ai/
๐ What You'll Learn:
- Setting up Vertex AI authentication with service accounts
- Analyzing images with Gemini 2.0 Flash model
- Processing multiple images simultaneously
- Video content description and analysis
- Audio file summarization and transcription
- Working with Google Cloud Storage buckets
๐ป Code Covered:
โ Google Auth setup with service account credentials
โ Vertex AI SDK initialization
โ GenerativeModel implementation
โ Part.from_uri for multimodal content
โ Image, video, and audio processing
๐ง Prerequisites:
- Google Cloud Platform account
- Vertex AI API enabled
- Service account with proper permissions
- Basic Python knowledge
โฑ๏ธ Timestamps:
0:00 - Introduction
0:30 - Setting up authentication
2:00 - Image analysis with Gemini
4:30 - Multiple image processing
6:00 - Video content analysis
8:00 - Audio summarization
10:00 - Conclusion
๐ Useful Resources:
- Vertex AI Documentation: https://cloud.google.com/vertex-ai/docs
- Gemini API Guide: https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/gemini
- Sample Code: [Your GitHub Link]
๐ก Don't forget to LIKE, SUBSCRIBE, and hit the BELL icon for more Google Cloud and AI tutorials!
#VertexAI #GoogleCloud #GeminiAI #MachineLearning #GCP #AITutorial
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Instructor: Mohamed Naji Aboo
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Chapters (7)
Introduction
0:30
Setting up authentication
2:00
Image analysis with Gemini
4:30
Multiple image processing
6:00
Video content analysis
8:00
Audio summarization
10:00
Conclusion
๐
Tutor Explanation
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