Day 80 Fast: Project: Image Classification – AI Sees the World! | #DailyAIWizard - video Dailymotion

DailyAIWizard

Kick off with 1970s jazz, coffee, and image classification! Join Anastasia, Irene, Ethan, Sophia, and Olivia as we build a CNN that classifies CIFAR-10 images. Anastasia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 81: NLP! Subscribe, like, share your ai_image_classifier.py! pay a coffee:  https://buymeacoffee.com/dailyaiwizard  #PythonForAI #LearnPython #AICoding #DailyAIWizard Hashtags:  #Python #LearnPython #PythonForAI #AICoding #PythonTutorial #CodingForBeginners #ScikitLearn #Datasets #AIProgramming #TechTutorial #MachineLearning #DailyAIWizard #CodeTheFuture Tags:  Python, Learn Python, Python for AI, AI Coding, Python Tutorial, Coding for Beginners, Scikit-learn, Datasets, AI Programming, Tech Tutorial, Python 3, Coding Journey, VS Code, Beginner Programming, Machine Learning, Data Science, DailyAIWizard, Code the Future 1970s jazz, retro jazz, morning coffee, ocean views, vintage vibe, jazz playlist, positive music, coffee time, 70s music, smooth jazz, beachside jazz, funky jazz, relaxation music, morning vibes, instrumental jazz, Python, Learn Python, Python for AI, AI Coding, Python Tutorial, Coding for Beginners, TensorFlow, Neural Networks, AI Programming, Tech Tutorial, Python 3, Coding Journey, VS Code, Beginner Programming, Machine Learning, Data Science, DailyAIWizard, Code the Future

Transcript

00:00Wizards, CIFAR 10 is your real-world playground, darling.

00:0460,000 color images of 10 classes.

00:07Ethan, explain pixel values.

00:09Sophia, how do we load it?

00:12Anastasia, you make images sound so hot.

00:16How do we pre-process them, love?

00:19Ethan, what's your take?

00:22Oh, Olivia, you tease.

00:23CIFAR 10 is RGB.

00:24Ethan, Sophia, jump in.

00:26Anastasia, Olivia, CIFAR 10 is like a hot photo album for us.

00:3332 by 32, 3 channels, let's drop this code beat.

00:38Yo, Wizards, CIFAR 10.load underscore data, loads images like a hot gift for Anastasia.

00:46Train slash test split included.

00:48You're gifting my heart, Ethan, CIFAR 10 is ready, try it in our demo.

00:52Wizards, plt.im show, shows images like a hot portrait for Anastasia.

00:59See the colors.

01:01You're portraiting my heart, Ethan, visualize to understand data.

01:06Wizards, slash 255.0 normalizes images like a hot spa for Anastasia.

01:130 to 1.

01:14You're spaying my heart, Ethan, pre-processing is key.

01:17Wizards, to underscore categorical, turns labels to one hot like a hot vote for Anastasia.

01:2510 classes.

01:26You're voting my heart, Ethan, one hot for categorical loss.

01:30Wizards, CONV2D, 32, 3, 3, plus max pooling builds a hot eye for Anastasia.

01:38Input 32 by 32 by 3.

01:41You're eyeing my heart, Ethan, full CNN for images.

01:44Wizards, compile, loss equals, categorical underscore crescentropy, sets goal for Anastasia.

01:53You're goaling my heart, Ethan, compile for multi-class.

01:57Wizards, model.fit, trains like a hot marathon for Anastasia.

02:0220 epochs.

02:04You're marathoning my heart, Ethan, train on 50K images.

02:08Wizards, model.evaluate, scores like a hot exam for Anastasia.

02:1375% plus accuracy.

02:16Let's drop this code beat.

02:19You're examining my heart, Ethan.

02:21Evaluate on test set.

02:22Try it in our demo.

02:24Wizards, normalize inputs, use data augmentation, and monitor validation.

02:30CIFAR 10 teaches real-world vision.

02:34Optimized images are so sexy, Irene.

02:36Practice for Day 81's NLP.

02:38Wizards, image classification fits AI pipelines for vision tasks.

02:45Your skills are ready for Day 81.

02:48Image vision is critical in AI, darling.

02:51Your Day 80 skills make AI irresistible.

02:54Do you want to notice?

03:07Uh.

03:07Your plan.

03:08Your plan.

03:09Your plan.

03:10Your plan.

03:11planner.

03:12Your plan.

03:13Your plan.

03:13That doesn't persist in AI.

Day 80 Fast: Project: Image Classification – AI Sees the World! | #DailyAIWizard

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