Udemy - Machine Learning Modern Computer Vision & Generative AI (10.2023)
File List
| File | Size |
|---|---|
| 1 - Introduction/1 - Introduction Outline.mp4 | 29.12 MB |
| 1 - Introduction/2 - How to Succeed in This Course.mp4 | 16.21 MB |
| 1 - Introduction/3 - Where to Get the Code.mp4 | 21.99 MB |
| 2 - Image Classification FineTuning and Transfer Learning/10 - Suggestion Box.mp4 | 28.51 MB |
| 2 - Image Classification FineTuning and Transfer Learning/4 - Classification Section Outline.mp4 | 14.59 MB |
| 2 - Image Classification FineTuning and Transfer Learning/5 - Concepts Pretrained Image Classifier.mp4 | 53.56 MB |
| 2 - Image Classification FineTuning and Transfer Learning/6 - Pretrained Image Classifier in Python.mp4 | 76.46 MB |
| 2 - Image Classification FineTuning and Transfer Learning/7 - Transfer Learning and FineTuning.mp4 | 37.14 MB |
| 2 - Image Classification FineTuning and Transfer Learning/8 - FineTuning an Image Classifier in Python.mp4 | 158 MB |
| 2 - Image Classification FineTuning and Transfer Learning/9 - Classification Exercise.mp4 | 5.32 MB |
| 3 - Object Detection/11 - Object Detection Outline.mp4 | 44.96 MB |
| 3 - Object Detection/12 - Concepts Object Detection.mp4 | 27.94 MB |
| 3 - Object Detection/13 - Decoding the Output IoU NonMax Suppression Confidence Score.mp4 | 53.12 MB |
| 3 - Object Detection/14 - Pretrained Object Detection in Python.mp4 | 96.59 MB |
| 3 - Object Detection/15 - Focal Loss Smooth L1 Loss.mp4 | 31.99 MB |
| 3 - Object Detection/16 - Object Detection Dataset Formats COCO Pascal VOC.mp4 | 15.64 MB |
| 3 - Object Detection/17 - LabelImg Setup.mp4 | 10.88 MB |
| 3 - Object Detection/18 - LabelImg Demo.mp4 | 204.94 MB |
| 3 - Object Detection/19 - Data Augmentation.mp4 | 24.55 MB |
| 3 - Object Detection/20 - KerasCV Object Detection Dataset Format.mp4 | 21.98 MB |
| 3 - Object Detection/21 - FineTuning Object Detection in Python BuiltIn Dataset.mp4 | 190.09 MB |
| 3 - Object Detection/22 - FineTuning Object Detection in Python Custom Dataset.mp4 | 156.47 MB |
| 3 - Object Detection/23 - Object Detection Exercise.mp4 | 6.97 MB |
| 4 - Generative AI with Stable Diffusion/24 - Stable Diffusion Outline.mp4 | 13.62 MB |
| 4 - Generative AI with Stable Diffusion/25 - Generate Images with Stable Diffusion in Python.mp4 | 306.12 MB |
| 4 - Generative AI with Stable Diffusion/26 - How Do Diffusion Models Work Optional.mp4 | 59.02 MB |
| 4 - Generative AI with Stable Diffusion/27 - Diffusion Model Architecture Optional.mp4 | 28.45 MB |
| 4 - Generative AI with Stable Diffusion/28 - How Diffusion Models Condition on Prompts Optional.mp4 | 17.47 MB |
| 4 - Generative AI with Stable Diffusion/29 - A Look at the Diffusion Model Source Code Optional.mp4 | 262.84 MB |
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