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Machine Learning - Modern Computer Vision & Generative AI
大小 1.04 GB
文件数 75
Info Hash: 140A128A648F8035DBDD2C5D801A939B7051D7C0
收录时间 2025-12-19 13:12:55
更新时间 2025-12-19 13:12:55
文件列表 (75)
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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