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Machine Learning - Modern Computer Vision & Generative AI

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File Name
Size
Chapter 3 Object Detection/008. LabelImg Demo.mp4
86 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4
10 MB
Chapter 1 Welcome/002. How to Succeed in This Course.en.srt
1.7 kB
Chapter 1 Welcome/002. How to Succeed in This Course.mp4
6.2 MB
Chapter 1 Welcome/003. Where to Get the Code.mp4
3.4 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/001. Classification Section Outline.en.srt
5.6 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/001. Classification Section Outline.mp4
6.8 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/002. Concepts Pre-trained Image Classifier.en.srt
13 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/002. Concepts Pre-trained Image Classifier.mp4
21 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/003. Pre-trained Image Classifier in Python.en.srt
15 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/003. Pre-trained Image Classifier in Python.mp4
37 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/004. Transfer Learning and Fine-Tuning.en.srt
14 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/004. Transfer Learning and Fine-Tuning.mp4
18 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/005. Fine-Tuning an Image Classifier in Python.en.srt
30 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/005. Fine-Tuning an Image Classifier in Python.mp4
72 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/006. Classification Exercise.en.srt
1.4 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/006. Classification Exercise.mp4
2.1 MB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/007. Suggestion Box.en.srt
4.6 kB
Chapter 2 Image Classification, Fine-Tuning and Transfer Learning/007. Suggestion Box.mp4
11 MB
Chapter 3 Object Detection/001. Object Detection Outline.en.srt
13 kB
Chapter 3 Object Detection/001. Object Detection Outline.mp4
18 MB
Chapter 3 Object Detection/002. Concepts Object Detection.en.srt
7.5 kB
Chapter 3 Object Detection/002. Concepts Object Detection.mp4
11 MB
Chapter 3 Object Detection/003. Decoding the Output IoU, Non-Max Suppression, Confidence Score.en.srt
14 kB
Chapter 3 Object Detection/003. Decoding the Output IoU, Non-Max Suppression, Confidence Score.mp4
21 MB
Chapter 3 Object Detection/004. Pre-trained Object Detection in Python.en.srt
17 kB
Chapter 3 Object Detection/004. Pre-trained Object Detection in Python.mp4
38 MB
Chapter 3 Object Detection/005. Focal Loss & Smooth L1 Loss.en.srt
12 kB
Chapter 3 Object Detection/005. Focal Loss & Smooth L1 Loss.mp4
15 MB
Chapter 3 Object Detection/006. Object Detection Dataset Formats (COCO & Pascal VOC).en.srt
6.8 kB
Chapter 3 Object Detection/006. Object Detection Dataset Formats (COCO & Pascal VOC).mp4
8.4 MB
Chapter 3 Object Detection/007. LabelImg Setup.en.srt
2.3 kB
Chapter 3 Object Detection/007. LabelImg Setup.mp4
3.9 MB
Chapter 3 Object Detection/008. LabelImg Demo.en.srt
26 kB
Chapter 1 Welcome/001. Introduction and Outline.en.srt
7.0 kB
Chapter 3 Object Detection/009. Data Augmentation.en.srt
7.5 kB
Chapter 3 Object Detection/009. Data Augmentation.mp4
10 MB
Chapter 3 Object Detection/010. KerasCV Object Detection Dataset Format.en.srt
8.3 kB
Chapter 3 Object Detection/010. KerasCV Object Detection Dataset Format.mp4
11 MB
Chapter 3 Object Detection/011. Fine-Tuning Object Detection in Python (Built-In Dataset).en.srt
28 kB
Chapter 3 Object Detection/011. Fine-Tuning Object Detection in Python (Built-In Dataset).mp4
84 MB
Chapter 3 Object Detection/012. Fine-Tuning Object Detection in Python (Custom Dataset).en.srt
26 kB
Chapter 3 Object Detection/012. Fine-Tuning Object Detection in Python (Custom Dataset).mp4
74 MB
Chapter 3 Object Detection/013. Object Detection Exercise.en.srt
2.5 kB
Chapter 3 Object Detection/013. Object Detection Exercise.mp4
3.2 MB
Chapter 4 Generative AI with Stable Diffusion/001. Stable Diffusion Outline.en.srt
6.5 kB
Chapter 4 Generative AI with Stable Diffusion/001. Stable Diffusion Outline.mp4
8.6 MB
Chapter 4 Generative AI with Stable Diffusion/002. Generate Images with Stable Diffusion in Python.en.srt
24 kB
Chapter 4 Generative AI with Stable Diffusion/002. Generate Images with Stable Diffusion in Python.mp4
72 MB
Chapter 4 Generative AI with Stable Diffusion/003. How Do Diffusion Models Work (Optional).en.srt
15 kB
Chapter 4 Generative AI with Stable Diffusion/003. How Do Diffusion Models Work (Optional).mp4
26 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
14 MB
Chapter 4 Generative AI with Stable Diffusion/005. How Diffusion Models Condition on Prompts (Optional).en.srt
6.5 kB
Chapter 4 Generative AI with Stable Diffusion/005. How Diffusion Models Condition on Prompts (Optional).mp4
9.6 MB
Chapter 4 Generative AI with Stable Diffusion/006. A Look at the Diffusion Model Source Code (Optional).en.srt
24 kB
Chapter 4 Generative AI with Stable Diffusion/006. A Look at the Diffusion Model Source Code (Optional).mp4
59 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Anaconda Environment Setup.en.srt
22 kB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Anaconda Environment Setup.mp4
65 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 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 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. Beginner's Coding Tips.en.srt
20 kB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. Beginner's Coding Tips.mp4
35 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/002. How to Code Yourself (Part 1).en.srt
23 kB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/002. How to Code Yourself (Part 1).mp4
29 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/003. How to Code Yourself (Part 2).en.srt
14 kB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/003. How to Code Yourself (Part 2).mp4
18 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
16 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 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
18 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
27 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 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
35 MB
Chapter 8 Appendix FAQ Finale/001. Where to Get Discount Coupons and FREE Deep Learning Material.en.srt
7.9 kB
Chapter 8 Appendix FAQ Finale/001. Where to Get Discount Coupons and FREE Deep Learning Material.mp4
17 MB