Data Augmentation Techniques in Neural Networks with Keras and TensorFlow
Learn comprehensive data augmentation methods to enhance neural network performance using Keras and TensorFlow. Gain lifetime access and personalized guidance to become an AI engineer or freelancer.

Nicolai Nielsen
6.1K views โข Mar 10, 2021

About this video
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You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below ๐
_____________________________________________________________
In this video ๐ we are going to talk about Data Augmentation with Keras and TensorFlow. First of all, we are going to talk about what data augmentation is and why we should use it when working with neural networks. I'll show you some of the different ways and parameters that we can specify so our data will be augmented. It is used a lot to reduce overfitting in a neural network and at the end of the video, we are going to do data augmentation on a dataset in Keras.
If you enjoyed this video, be sure to press the ๐ button so that I know what content you guys like to see.
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๐ ๏ธ Freelance Work: https://www.nicolai-nielsen.com/nncode
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๐ป๐ฐ๐ ๏ธ High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer
โ๏ธ Real-world AI Technical Courses: (https://www.nicos-school.com)
๐ OpenCV GPU in Python: https://www.nicos-school.com/p/opencv-gpu-course
๐ YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7-custom-object-detection-with-deployment
๐ Transformer & Segmentation: https://www.nicos-school.com/p/transformer-and-segmentation-course
๐ YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8-object-tracking-course
๐ Research Paper Implementation: https://www.nicos-school.com/p/research-paper-implementation
๐ CustomGPT: https://www.nicos-school.com/p/customgpt-course
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๐ Connect with Me:
๐ณ https://linktr.ee/nicolainielsen
๐ My Website: https://www.nicolai-nielsen.com/
๐ค GitHub: https://github.com/niconielsen32
๐ LinkedIn: https://www.linkedin.com/in/nicolaiai
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_____________________________________________________________
Timestamps:
Tags:
#DataAugmentation #NeuralNetworks #Dataset #ConvolutionalNeuralNetowkrs #DeepLearning #Keras #TensorFlow
You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below ๐
_____________________________________________________________
In this video ๐ we are going to talk about Data Augmentation with Keras and TensorFlow. First of all, we are going to talk about what data augmentation is and why we should use it when working with neural networks. I'll show you some of the different ways and parameters that we can specify so our data will be augmented. It is used a lot to reduce overfitting in a neural network and at the end of the video, we are going to do data augmentation on a dataset in Keras.
If you enjoyed this video, be sure to press the ๐ button so that I know what content you guys like to see.
_____________________________________________________________
๐ ๏ธ Freelance Work: https://www.nicolai-nielsen.com/nncode
_____________________________________________________________
๐ป๐ฐ๐ ๏ธ High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer
โ๏ธ Real-world AI Technical Courses: (https://www.nicos-school.com)
๐ OpenCV GPU in Python: https://www.nicos-school.com/p/opencv-gpu-course
๐ YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7-custom-object-detection-with-deployment
๐ Transformer & Segmentation: https://www.nicos-school.com/p/transformer-and-segmentation-course
๐ YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8-object-tracking-course
๐ Research Paper Implementation: https://www.nicos-school.com/p/research-paper-implementation
๐ CustomGPT: https://www.nicos-school.com/p/customgpt-course
_____________________________________________________________
๐ Connect with Me:
๐ณ https://linktr.ee/nicolainielsen
๐ My Website: https://www.nicolai-nielsen.com/
๐ค GitHub: https://github.com/niconielsen32
๐ LinkedIn: https://www.linkedin.com/in/nicolaiai
๐ฆ X/Twitter: https://twitter.com/NielsenCV_AI
๐ Instagram: https://www.instagram.com/nicolaihoeirup/
_____________________________________________________________
๐ฎ My Gear (Affiliate links):
๐ป Laptop: https://amzn.to/49LJkTW
๐ฅ๏ธ Desktop PC:
NVIDIA RTX 4090 24GB: https://amzn.to/3Uc7yAM
Intel I9-14900K: https://amzn.to/3W4Z5Cb
Motherboard: https://amzn.to/4aR6wBC
32GB RAM: https://amzn.to/3Jt2XVR
๐ฅ๏ธ Monitor: https://amzn.to/4aLP8hh
๐ฑ๏ธ Mouse: https://amzn.to/3W501GH
โจ๏ธ Keyboard: https://amzn.to/3xUGz5b
๐๏ธ Microphone: https://amzn.to/3w1F1WK
๐ท Camera: https://amzn.to/4b4Ryr9
_____________________________________________________________
Timestamps:
Tags:
#DataAugmentation #NeuralNetworks #Dataset #ConvolutionalNeuralNetowkrs #DeepLearning #Keras #TensorFlow
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Video Information
Views
6.1K
Likes
119
Duration
12:56
Published
Mar 10, 2021
User Reviews
4.6
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