Скачать с ютуб Build a Deep Face Detection Model with Python and Tensorflow | Full Course в хорошем качестве

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: https://github.com/nicknochnack/FaceD... Links https://github.com/wkentaro/labelme https://albumentations.ai/docs/gettin... https://www.tensorflow.org/api_docs/p... 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 4 - TEST AND PERFORM REAL TIME DETECTIONS 2:18:28 - Final Results 2:25:42 - Ending Oh, and don't forget to connect with me! LinkedIn: https://bit.ly/324Epgo Facebook: https://bit.ly/3mB1sZD GitHub: https://bit.ly/3mDJllD Patreon: https://bit.ly/2OCn3UW Join the Discussion on Discord: https://bit.ly/3dQiZsV Happy coding! Nick P.s. Let me know how you go and drop a comment if you need a hand! #deeplearning #python