C3. Build an Object Detection Model with Python (Gabrielle Davelaar, 2022)
1. Course Overview:
1. Course Overview 00:00:00
2. Preparing Data for Model Training:
1. Building a Foundation 00:01:33
2. Building up Your Dataset 00:06:43
3. Demo - Bringing It into Practice 00:11:58
4. Finalizing Your Dataset 00:19:40
3. Training:
1. Detector Models Frameworks and Libraries 00:20:08
2. DataFormats and Computing 00:27:38
3. General Object Detection Script Setup 00:31:49
4. Training a Model - Scripted and PaaS 00:35:50
5. Evaluating a Detector 00:46:30
4. Deployment:
1. Deployment and MLOps 00:48:41
2. Drift Retaining and Model Store 00:58:44
3. Inferencing 01:11:10
4. Summary 01:12:13
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