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Building an OCR Model to Crack Captchas: A Neural Network Tutorial with Keras and TensorFlow

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Автор: Nicolai Nielsen

Загружено: 14 апр. 2021 г.

Просмотров: 30 037 просмотров

Описание:

Inside my school and program, I teach you my system to become an AI engineer or freelancer. Life-time access, personal help by me and I will show you exactly how I went from below average student to making $250/hr. Join the High Earner AI Career Program here 👉 https://www.nicolai-nielsen.com/aicareer (PRICES WILL INCREASE SOON)

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 👇

_____________________________________________________________

In this video 📝 we will create an OCR Model To Read Captchas With Neural Networks In Keras And TensorFlow. We will first go over what a recurrent neural network is and why we are going to use that in this video to create an OCR model. We will talk about the CTC loss and at the end of the video, we will create the model, load in the dataset, preprocess it and train our neural network.

If you enjoyed this video, be sure to press the 👍 button so that I know what content you guys like to see.

_____________________________________________________________

🛠️ Freelance Work: https://www.nicolai-nielsen.com/nncode

_____________________________________________________________

💻💰🛠️ High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer
👨‍💻 Learn Software Engineering instead with my good friend Tech with Tim: https://coursecareers.com/a/NicolaiAI...

⚙️ Real-world AI Technical Courses: (https://www.nicos-school.com)
📗 OpenCV GPU in Python: https://www.nicos-school.com/p/opencv...
📕 YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7...
📒 Transformer & Segmentation: https://www.nicos-school.com/p/transf...
📙 YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8...
📘 Research Paper Implementation: https://www.nicos-school.com/p/resear...
📔 CustomGPT: https://www.nicos-school.com/p/custom...

_____________________________________________________________

📞 Connect with Me:
🌳 https://linktr.ee/nicolainielsen
🌍 My Website: https://www.nicolai-nielsen.com/
🤖 GitHub: https://github.com/niconielsen32
👉 LinkedIn:   / nicolaiai  
🐦 X/Twitter:   / nielsencv_ai  
🌆 Instagram:   / nicolaihoeirup  

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💻 Laptop: https://amzn.to/49LJkTW
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_____________________________________________________________


Tags:
#OCR #NeuralNetwork #Captchas #NeuralNetworks #DeepLearning #NeuralNetworksPython #NeuralNetworksTutorial #DeepLearningTutorial #Keras #Tensorflow

Building an OCR Model to Crack Captchas: A Neural Network Tutorial with Keras and TensorFlow

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