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Chapter 3 Object Detection/008. LabelImg Demo.mp4 85.69 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4 9.97 MB
Chapter 1 Welcome/002. How to Succeed in This Course.en.srt 1.66 KB
Chapter 1 Welcome/002. How to Succeed in This Course.mp4 6.25 MB
Chapter 1 Welcome/003. Where to Get the Code.mp4 3.36 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/001. Classification Section Outline.en.srt 5.58 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/001. Classification Section Outline.mp4 6.78 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/002. Concepts Pre-trained Image Classifier.en.srt 13.25 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/002. Concepts Pre-trained Image Classifier.mp4 20.76 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/003. Pre-trained Image Classifier in Python.en.srt 14.9 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/003. Pre-trained Image Classifier in Python.mp4 36.95 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/004. Transfer Learning and Fine-Tuning.en.srt 13.86 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/004. Transfer Learning and Fine-Tuning.mp4 17.59 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/005. Fine-Tuning an Image Classifier in Python.en.srt 29.45 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/005. Fine-Tuning an Image Classifier in Python.mp4 71.58 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/006. Classification Exercise.en.srt 1.44 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/006. Classification Exercise.mp4 2.13 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/007. Suggestion Box.en.srt 4.63 KB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/007. Suggestion Box.mp4 11.16 MB
Chapter 3 Object Detection/001. Object Detection Outline.en.srt 13.43 KB
Chapter 3 Object Detection/001. Object Detection Outline.mp4 18.27 MB
Chapter 3 Object Detection/002. Concepts Object Detection.en.srt 7.52 KB
Chapter 3 Object Detection/002. Concepts Object Detection.mp4 11.17 MB
Chapter 3 Object Detection/003. Decoding the Output IoU, Non-Max Suppression, Confidence Score.en.srt 14.54 KB
Chapter 3 Object Detection/003. Decoding the Output IoU, Non-Max Suppression, Confidence Score.mp4 20.93 MB
Chapter 3 Object Detection/004. Pre-trained Object Detection in Python.en.srt 17.33 KB
Chapter 3 Object Detection/004. Pre-trained Object Detection in Python.mp4 37.85 MB
Chapter 3 Object Detection/005. Focal Loss & Smooth L1 Loss.en.srt 12.02 KB
Chapter 3 Object Detection/005. Focal Loss & Smooth L1 Loss.mp4 15.25 MB
Chapter 3 Object Detection/006. Object Detection Dataset Formats (COCO & Pascal VOC).en.srt 6.75 KB
Chapter 3 Object Detection/006. Object Detection Dataset Formats (COCO & Pascal VOC).mp4 8.36 MB
Chapter 3 Object Detection/007. LabelImg Setup.en.srt 2.33 KB
Chapter 3 Object Detection/007. LabelImg Setup.mp4 3.87 MB
Chapter 3 Object Detection/008. LabelImg Demo.en.srt 26.18 KB
Chapter 1 Welcome/001. Introduction and Outline.en.srt 7.03 KB
Chapter 3 Object Detection/009. Data Augmentation.en.srt 7.54 KB
Chapter 3 Object Detection/009. Data Augmentation.mp4 10.51 MB
Chapter 3 Object Detection/010. KerasCV Object Detection Dataset Format.en.srt 8.27 KB
Chapter 3 Object Detection/010. KerasCV Object Detection Dataset Format.mp4 11.09 MB
Chapter 3 Object Detection/011. Fine-Tuning Object Detection in Python (Built-In Dataset).en.srt 27.93 KB
Chapter 3 Object Detection/011. Fine-Tuning Object Detection in Python (Built-In Dataset).mp4 83.68 MB
Chapter 3 Object Detection/012. Fine-Tuning Object Detection in Python (Custom Dataset).en.srt 25.67 KB
Chapter 3 Object Detection/012. Fine-Tuning Object Detection in Python (Custom Dataset).mp4 73.53 MB
Chapter 3 Object Detection/013. Object Detection Exercise.en.srt 2.54 KB
Chapter 3 Object Detection/013. Object Detection Exercise.mp4 3.17 MB
Chapter 4 Generative AI with Stable Diffusion/001. Stable Diffusion Outline.en.srt 6.54 KB
Chapter 4 Generative AI with Stable Diffusion/001. Stable Diffusion Outline.mp4 8.56 MB
Chapter 4 Generative AI with Stable Diffusion/002. Generate Images with Stable Diffusion in Python.en.srt 24.3 KB
Chapter 4 Generative AI with Stable Diffusion/002. Generate Images with Stable Diffusion in Python.mp4 71.87 MB
Chapter 4 Generative AI with Stable Diffusion/003. How Do Diffusion Models Work (Optional).en.srt 15.43 KB
Chapter 4 Generative AI with Stable Diffusion/003. How Do Diffusion Models Work (Optional).mp4 26.14 MB
Chapter 4 Generative AI with Stable Diffusion/004. Diffusion Model Architecture Unet.en.srt 8.5 KB
Chapter 4 Generative AI with Stable Diffusion/004. Diffusion Model Architecture Unet.mp4 13.65 MB
Chapter 4 Generative AI with Stable Diffusion/005. How Diffusion Models Condition on Prompts (Optional).en.srt 6.48 KB
Chapter 4 Generative AI with Stable Diffusion/005. How Diffusion Models Condition on Prompts (Optional).mp4 9.58 MB
Chapter 4 Generative AI with Stable Diffusion/006. A Look at the Diffusion Model Source Code (Optional).en.srt 24.26 KB
Chapter 4 Generative AI with Stable Diffusion/006. A Look at the Diffusion Model Source Code (Optional).mp4 59.28 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Anaconda Environment Setup.en.srt 21.76 KB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Anaconda Environment Setup.mp4 64.92 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/002. How to Install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt 16.39 KB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/002. How to Install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 47.19 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. Beginner's Coding Tips.en.srt 20.17 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. Beginner's Coding Tips.mp4 35.16 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/002. How to Code Yourself (Part 1).en.srt 23.23 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/002. How to Code Yourself (Part 1).mp4 28.56 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/003. How to Code Yourself (Part 2).en.srt 13.87 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/003. How to Code Yourself (Part 2).mp4 18.27 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/004. Proof that using Jupyter Notebook is the same as not using it.en.srt 15.9 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/004. Proof that using Jupyter Notebook is the same as not using it.mp4 34.49 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/001. What order should I take your courses in (part 1).en.srt 17.99 KB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/001. What order should I take your courses in (part 1).mp4 26.63 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/002. What order should I take your courses in (part 2).en.srt 25.32 KB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/002. What order should I take your courses in (part 2).mp4 34.65 MB
Chapter 8 Appendix FAQ Finale/001. Where to Get Discount Coupons and FREE Deep Learning Material.en.srt 7.89 KB
Chapter 8 Appendix FAQ Finale/001. Where to Get Discount Coupons and FREE Deep Learning Material.mp4 17.06 MB
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