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
On this page of the site you can watch the video online Build a Deep Face Detection Model with Python and Tensorflow | Full Course with a duration of hours minute second in good quality, which was uploaded by the user Nicholas Renotte 05 May 2022, share the link with friends and acquaintances, this video has already been watched 236,844 times on youtube and it was liked by 5.1 thousand viewers. Enjoy your viewing!
