Build a Fine-Tuned Neural Network with TensorFlow's Keras API
In this episode, we'll demonstrate how to fine-tune a pre-trained model called VGG16 to classify images as cats and dogs.
🕒🦎 VIDEO SECTIONS 🦎🕒
00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:16 VGG16 and ImageNet
04:17 Building a Fine-tuned Model
11:19 Collective Intelligence and the DEEPLIZARD HIVEMIND
💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥
👋 Hey, we're Chris and Mandy, the creators of deeplizard!
👀 CHECK OUT OUR VLOG:
🔗 https://youtube.com/deeplizardvlog
👉 Check out the blog post and other resources for this video:
🔗 https://deeplizard.com/learn/video/oDHpqu52soI
💻 DOWNLOAD ACCESS TO CODE FILES
🤖 Available for members of the deeplizard hivemind:
🔗 https://deeplizard.com/resources
🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind
🤜 Support collective intelligence, create a quiz question for this video:
🔗 https://deeplizard.com/create-quiz-question
🚀 Boost collective intelligence by sharing this video on social media!
❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Prash
Zach Wimpee
👀 Follow deeplizard:
Our vlog: https://youtube.com/deeplizardvlog
Facebook: https://facebook.com/deeplizard
Instagram: https://instagram.com/deeplizard
Twitter: https://twitter.com/deeplizard
Patreon: https://patreon.com/deeplizard
YouTube: https://youtube.com/deeplizard
🎓 Deep Learning with deeplizard:
Fundamental Concepts - https://deeplizard.com/learn/video/gZmobeGL0Yg
Beginner Code - https://deeplizard.com/learn/video/RznKVRTFkBY
Intermediate Code - https://deeplizard.com/learn/video/v5cngxo4mIg
Advanced Deep RL - https://deeplizard.com/learn/video/nyjbcRQ-uQ8
🎓 Other Courses:
Data Science - https://deeplizard.com/learn/video/d11chG7Z-xk
Trading - https://deeplizard.com/learn/video/ZpfCK_uHL9Y
🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard
📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard's link:
🔗 https://amzn.to/2yoqWRn
🎵 deeplizard uses music by Kevin MacLeod
🔗 https://youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ
🔗 http://incompetech.com/
❤️ Please use the knowledge gained from deeplizard content for good, not evil.
Видео Build a Fine-Tuned Neural Network with TensorFlow's Keras API канала deeplizard
🕒🦎 VIDEO SECTIONS 🦎🕒
00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:16 VGG16 and ImageNet
04:17 Building a Fine-tuned Model
11:19 Collective Intelligence and the DEEPLIZARD HIVEMIND
💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥
👋 Hey, we're Chris and Mandy, the creators of deeplizard!
👀 CHECK OUT OUR VLOG:
🔗 https://youtube.com/deeplizardvlog
👉 Check out the blog post and other resources for this video:
🔗 https://deeplizard.com/learn/video/oDHpqu52soI
💻 DOWNLOAD ACCESS TO CODE FILES
🤖 Available for members of the deeplizard hivemind:
🔗 https://deeplizard.com/resources
🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind
🤜 Support collective intelligence, create a quiz question for this video:
🔗 https://deeplizard.com/create-quiz-question
🚀 Boost collective intelligence by sharing this video on social media!
❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Prash
Zach Wimpee
👀 Follow deeplizard:
Our vlog: https://youtube.com/deeplizardvlog
Facebook: https://facebook.com/deeplizard
Instagram: https://instagram.com/deeplizard
Twitter: https://twitter.com/deeplizard
Patreon: https://patreon.com/deeplizard
YouTube: https://youtube.com/deeplizard
🎓 Deep Learning with deeplizard:
Fundamental Concepts - https://deeplizard.com/learn/video/gZmobeGL0Yg
Beginner Code - https://deeplizard.com/learn/video/RznKVRTFkBY
Intermediate Code - https://deeplizard.com/learn/video/v5cngxo4mIg
Advanced Deep RL - https://deeplizard.com/learn/video/nyjbcRQ-uQ8
🎓 Other Courses:
Data Science - https://deeplizard.com/learn/video/d11chG7Z-xk
Trading - https://deeplizard.com/learn/video/ZpfCK_uHL9Y
🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard
📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard's link:
🔗 https://amzn.to/2yoqWRn
🎵 deeplizard uses music by Kevin MacLeod
🔗 https://youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ
🔗 http://incompetech.com/
❤️ Please use the knowledge gained from deeplizard content for good, not evil.
Видео Build a Fine-Tuned Neural Network with TensorFlow's Keras API канала deeplizard
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Image Preparation for Convolutional Neural Networks with TensorFlow's Keras APIFine-tuning a Neural Network explainedTrain a Fine-Tuned Neural Network with TensorFlow's Keras APIFine-tune VGG16 Image Classifier with Keras | Part 2: TrainNeural Network Architectures & Deep LearningFine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras APITransfer Learning and Fine-Tuning of a Pretrained Neural Network with Keras and TensorFlowFine Tuning vs Transfer LearningKeras with TensorFlow Prerequisites - Getting Started With Neural NetworksAnomaly detection with TensorFlow | WorkshopData Augmentation with TensorFlow's Keras APIFine-tuning with TensorFlowKeras with TensorFlow - Data Processing for Neural Network Training134 - What are Optimizers in deep learning? (Keras & TensorFlow)188 - Hyperparameter tuning for activation function, optimizer and weight initializationTips Tricks 20 - Understanding transfer learning for different size and channel inputsObject detection using YOLO v4 and pre trained model | Deep Learning Tutorial 32 (Tensorflow)135 - A quick introduction to Metrics in deep learning. (Keras & TensorFlow)