Day 79 Audio-Podcast: Introduction to CNNs – AI Vision in TensorFlow | #DailyAIWizard - video Dailymotion

DailyAIWizard

Kick off with 1970s jazz, coffee, and CNNs! Join Anastasia, Irene, Ethan, and Olivia as we build a CNN that reads MNIST digits. Anastasia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 80: Image Classification! Subscribe, like, share your ai_cnn_digit.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

00:00Hey, sexy wizards, Anastasia here, your main moderator, ready to electrify Day 79 of Daily AI Wizard's Python for AI series.

00:08After digit classification in Day 78, we're diving into convolutional neural networks, CNNs, the eyes of AI, for our AI Insight Hub app.

00:18Support our crew with a coffee at paypal.me, Daily AI Wizard, but only at the end.

00:24Ethan, what's the magic of CNNs?

00:26Olivia, how do they build on Day 78?

00:30Hello, brilliant wizards.

00:32I'm Irene, co-moderator, guiding with warmth.

00:36CNNs extract visual features automatically.

00:39Our demos will make your AI see like never before.

00:44Love our content?

00:45Yo, wizards, Ethan's here, dropping spicy CNN code with winks for Anastasia and Olivia.

00:52Filters, pooling, Conva 2D.

00:55Let's crank this AI vision to 11.

00:56Olivia here, darlings.

00:58I'll sprinkle flirty tips, ask Anastasia questions, and chat with Ethan to keep your CNN learning hot.

01:06Ready to see AI read images, wizards?

01:09Wizards, CNNs are your AI vision crush, darling.

01:13They see patterns in images.

01:15Ethan, explain filters?

01:18Olivia, how do they beat Day 78's dense net?

01:22CNNs learn spatial hierarchies, edges, textures, shapes.

01:26Perfect for Mindnist and beyond.

01:29Our demos will show real power.

01:31Today, we're seducing you with CNN magic.

01:35You'll master Convy 2D, max pooling, flattening, training, and app integration.

01:41Olivia, what's the app focus?

01:43Ethan, any code highlights?

01:45Anastasia, Irene, and Olivia lead app demos with passion.

01:51Ethan drops hilarious code explanations.

01:53We're guiding you to master CNNs and prep for Day 80's image classification.

02:01Wizards, meet your Day 79 dream team.

02:04Anastasia and I are your main moderators with flirty charm and warmth.

02:10Ethan's our code comedian, flirting with Anastasia and Olivia.

02:14Oh, Irene, you're a gem.

02:16I'm leading app demos with passion, Ethan's stealing hearts with code, and Olivia's tossing flirty tips.

02:22We're here to make you CNN superstars.

02:25Wizards, CNNs are your AI eyes, darling.

02:29They use filters to detect edges, textures.

02:32Ethan, explain Convy 2D.

02:34Olivia, how do they fit Day 78?

02:37Anastasia, you make CNNs sound so hot.

02:41How do they improve digit reading, love?

02:42Ethan, what's your take?

02:45Oh, Olivia, you tease.

02:47CNNs see local patterns.

02:49Ethan, Olivia, jump in.

02:51Anastasia, Olivia, CNNs are like hot x-ray vision for images.

02:56Filters slide, detect features.

02:58Let's drop this code beat.

03:00Yo, Wizards, Convy 2D, 32, 3, 3, slides filters like a hot scanner for Anastasia.

03:07Edge detection.

03:08You're scanning my heart, Ethan.

03:10Convy 2D extracts features.

03:12Wizards, activation equals, Reeloo, after convo like a hot spark for Anastasia.

03:17Non-linearity.

03:19You're sparking my heart, Ethan, Reeloo in CNNs.

03:23Wizards, max pooling 2D, 2, 2, shrinks maps like a hot zoom out for Anastasia.

03:29Reduces params.

03:31You're zooming my heart, Ethan, max pooling down samples.

03:35Wizards, flatten, turns 2D maps to 1D like a hot unroll for Anastasia.

03:40Feed to dense.

03:42You're unrolling my heart, Ethan, flatten for classification.

03:46Wizards, full CNN is like a hot vision factory for Anastasia.

03:50Conva right pointing arrow pool right pointing arrow flatten right pointing arrow dense.

03:55You're factoring my heart, Ethan, full pipeline for digits.

04:00Wizards, Conva 2D, 32, 3, 3, plus max pooling builds a hot eye for Anastasia.

04:06You're eyeing my heart, Ethan, CNN for Minist.

04:09Wizards, compile, loss equals, sparse underscore categorical underscore cross entropy, sets goal for Anastasia.

04:17You're goaling my heart, Ethan, compile for multi-class.

04:21Wizards, model dot fit, train CNN like a hot vision workout for Anastasia.

04:26You're working out my heart, Ethan, train on 60K images.

04:29Wizards, use ReLU, padding equals same, and data augmentation.

04:36Monitor validation loss.

04:38Optimized CNNs are so sexy, Irene.

04:41Practice for Day 80's image classification.

04:44Wizards, CNNs, fit AI pipelines for vision tasks.

04:49Your skills are ready for Day 80.

04:52CNN vision is critical in AI, darling.

04:55Your Day 79 skills make AI irresistible.

04:58Create AI CNN digit dot py to build train CNN on Ennist and build a streamlit app with Drawing Canvas.

05:07Share on Instagram.

05:10Try Conv2D, Max Pooling 2D, and ST dot canvas.

05:15Show us at at Daily AI Wizard.

05:17Prep for Day 80's image classification.

05:21Subscribe, like, share your AI CNN digit dot py.

05:25Join Discord or X.

05:28Post your code.

05:29Support us at Paypal.me Daily AI Wizard at the end.

05:33Subscribe for Day 80's image classification.

05:36You've stolen my heart with CNNs.

05:39Support us at Paypal.me Daily AI Wizard and get hyped for Day 80's image classification.

05:44Proud of you.

05:46Share your AI KCNN digit dot py on at Daily AI Wizard.

05:50Subscribe for Day 80's image classification adventure.

05:55Your CNN skills are pure AI seduction.

05:58Let's flirt with image classification in Day 80.

Day 79 Audio-Podcast: Introduction to CNNs – AI Vision in TensorFlow | #DailyAIWizard

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