Build a Deep Face Detection Model with Python and Tensorflow, Full Course

Learn how to build a face detection model using an Object Detection architecture using Tensorflow and Python Get the code here: Links Chapters 0:00 START 0:38 Explainer 1:38 PART 1 COLLECt IMAGES ANNOTATE 2:22 Breakdown Board 8:51 Setting up and Getting Data 32:47 PART 2 PARTITION AUGMENT DATA 34: 11 Review dataset and build Image Loading Function 45:32 Partition Unaugmented Data 53:08 Apply Image Augmentation on Images and Labels 1:07:10 Build and Run Augmentation Pipeline 1:15:10 Prepare Labels 1:19:04 Combine Label and Image Samples 1:24:57 PART 3 BUILD TRAIN THE DEEP LEARNING MODEL 1:26:09 Build a Deep Learning Model using the Functional API 1:41:20 Defining a Custom Loss Function Optimizer 1:45:51 Train a Neural Network 2:03:25 PART