Day 80 Audio-Podcast: 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

00:00Hey, sexy wizards. Anastasia here, your main moderator, ready to electrify Day 80 of Daily AI Wizard's Python for AI series.

00:09After CNN's in Day 79, we're building a real-world image classification project on CIFAR10, AI that sees cars, cats, planes, for our AI Insight Hub app.

00:20Support our crew with a coffee at buymeacoffee.com, Char's Daily AI Wizard, only at the end.

00:26Ethan, what's the magic of image classification? Sophia, how does it build on Day 79?

00:32Hello, brilliant wizards. I'm Irene, co-moderator, Guiding with Warmth. CIFAR10 has 60,000 color images.

00:42Our demos will make your AI see the world. Love our content?

00:47Yo, wizards. Ethan's here, dropping spicy image code with winks for Anastasia, Sophia, and Olivia.

00:5632 by 32 RGB, 10 classes. Let's crank this AI vision to 11.

01:03Sophia's back, Ethan, and your charms got me blushing.

01:07I'm pumped to lead app demos with Anastasia and Olivia.

01:11Let's classify real images, wizards.

01:14Olivia here, darlings. I'll sprinkle flirty tips, ask Anastasia questions, and chat with Ethan to keep your image learning hot.

01:24Ready to see AI classify? Wizards?

01:28Wizards, image classification is your AI vision crush, darling. It sees cats, dogs, planes.

01:34Ethan explains CIFAR10. Sophia, how does it build on Day 79?

01:38CIFAR10 is the next step after MNIST.

01:4332 by 32 color images, 10 classes.

01:47Our demos will show full pipeline.

01:50Today we're seducing you with image magic.

01:53You'll master CIFAR10 loading, pre-processing, CNN training, evaluation, and app integration.

02:00Sophia, what's the app focus?

02:03Ethan, any code highlights?

02:04Anastasia, Irene, and Olivia lead app demos with passion.

02:11Ethan and Sophia drop hilarious code explanations.

02:16We're guiding you to master image classification and prep for Day 81's NLP.

02:24Wizards, meet your Day 80 dream team.

02:27Anastasia and I are your main moderators with flirty charm and warmth.

02:32Ethan and Sophia are our code comedians, flirting with Anastasia and Olivia.

02:40Shireen, you're a gem!

02:42I'm leading app demos with passion.

02:44Ethan and Sophia are stealing hearts with code and Olivia's tossing flirty tips.

02:49We're here to make you image superstars.

02:52Wizards, CIFAR10 is your real-world playground, darling.

02:5660,000 color images of 10 classes.

02:58Ethan, explain pixel values.

03:01Sophia, how do we load it?

03:04Anastasia, you make images sound so hot.

03:07How do we pre-process them, love?

03:11Ethan, what's your take?

03:13Oh, Olivia, you tease.

03:15CIFAR10 is RGB.

03:17Ethan, Sophia, jump in.

03:18Anastasia, Olivia, CIFAR10 is like a hot photo album for us.

03:2532x32, 3 channels, let's drop this code beat.

03:30Yo, Wizards, CIFAR10.load underscore data, loads images like a hot gift for Anastasia.

03:38Train slash test split included.

03:40You're gifting my heart Ethan, CIFAR10 is ready, try it in our demo.

03:44Also, Wizards, plt.im show, shows images like a hot portrait for Anastasia.

03:51See the colors.

03:53You're portraiting my heart Ethan, visualize to understand data.

03:58Wizards, slash 255.0 normalizes images like a hot spa for Anastasia.

04:050 to 1.

04:06You're spaying my heart Ethan, pre-processing is key.

04:09Wizards, to underscore categorical, turns labels to one hot like a hot vote for Anastasia.

04:1610 classes.

04:18You're voting my heart Ethan, one hot for categorical loss.

04:22Wizards, CONV2D, 32, 3, 3, plus max pooling builds a hot eye for Anastasia.

04:30Input 32 by 32 by 3.

04:33You're eyeing my heart Ethan, full CNN for images.

04:36Wizards, compile, loss equals, categorical underscore crescentropy, sets goal for Anastasia.

04:45You're goaling my heart Ethan, compile for multi-class.

04:49Wizards, model.fit, trains like a hot marathon for Anastasia.

04:5420 epics.

04:56You're marathoning my heart Ethan, train on 50k images.

05:00Wizards, model.evaluate, scores like a hot exam for Anastasia.

05:0575% plus accuracy.

05:08Let's drop this code beat.

05:11You're examining my heart Ethan, evaluate on test set, try it in our demo.

05:16Wizards, normalize inputs, use data augmentation and monitor validation.

05:22CIFAR 10 teaches real world vision.

05:26Optimized images are so sexy Irene, practice for day 81's NLP.

05:30Wizards, image classification fits AI pipelines for vision tasks.

05:37Your skills are ready for day 81.

05:40Image vision is critical in AI, darling.

05:43Your day 80 skills make AI irresistible.

05:47Create AIIimageClassifier.pi to build TrainCNN on CIFAR 10 and build a streamlit app with image upload, share on Instagram.

05:56Try Conv2D, Max Pooling2D and STPoint File Uploader.

06:04Show us at at Daily AI Wizard.

06:08Prep for day 81's NLP.

06:11Subscribe, like, share your AI image classifier pie.

06:17Join Discord or X.

06:18Post your code, support us at paypal.me, Daily AI Wizard at the end.

06:24Subscribe for day 81's NLP.

06:26You've stolen my heart with image classification.

06:29Support us at paypal.me, Daily AI Wizard and get hyped for day 81's NLP.

06:35Proud of you.

06:36Share your AI image classifier.pi on at Daily AI Wizard.

06:41Subscribe for day 81's NLP adventure.

06:44Your image skills are pure AI seduction.

06:49Let's flirt with NLP in day 81.

Day 80 Audio-Podcast: Project: Image Classification – AI Sees the World! | #DailyAIWizard

Category

Transcript

Be the first to comment

Recommended