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๐ Topic 28: Model Deployment Basics
Course: Computer Vision โ Topic 28 of Section 3: Deep Learning for CV Level: โญโญโญ Intermediate Prev:โฆ
Overview
๐ Topic 28: Model Deployment Basics โ Quick Facts
๐
Scenario: Format
๐ฏ
Cloud GPU: TensorRT FP16
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Cloud CPU: ONNX
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Mobile: TFLite INT8
Topic 1
๐ฏ Overview
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Model train karna half battle haiโฆ
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Model export: PyTorch โ ONNX โโฆ
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Serving: REST API, gRPC, Edgeโฆ
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Optimization: Quantization,โฆ
Topic 2
๐ Deployment Pipeline
๐ก` โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ MODEL DEPLOYMENTโฆ
Topic 3
๐ Model Deployment โ Complete Implementation
๐ฏ`python ============================================================ Model Deploymentโฆ
Topic 4
๐ Deployment Strategy Guide
โญ| Scenario | Format | Optimization | Serving |โฆ