[ WebToolTip.com ] Deep Learning for Vision Systems, Video Edition

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/001. Part 1. Deep learning foundation.en.srt

1.6 kB

~Get Your Files Here !/001. Part 1. Deep learning foundation.mp4

7.2 MB

~Get Your Files Here !/002. Chapter 1. Welcome to computer vision.en.srt

24 kB

~Get Your Files Here !/002. Chapter 1. Welcome to computer vision.mp4

43 MB

~Get Your Files Here !/003. Chapter 1. Applications of computer vision.en.srt

15 kB

~Get Your Files Here !/003. Chapter 1. Applications of computer vision.mp4

44 MB

~Get Your Files Here !/004. Chapter 1. Computer vision pipeline - The big picture.en.srt

7.7 kB

~Get Your Files Here !/004. Chapter 1. Computer vision pipeline - The big picture.mp4

23 MB

~Get Your Files Here !/005. Chapter 1. Image input.en.srt

11 kB

~Get Your Files Here !/005. Chapter 1. Image input.mp4

27 MB

~Get Your Files Here !/006. Chapter 1. Image preprocessing.en.srt

10 kB

~Get Your Files Here !/006. Chapter 1. Image preprocessing.mp4

20 MB

~Get Your Files Here !/007. Chapter 1. Feature extraction.en.srt

16 kB

~Get Your Files Here !/007. Chapter 1. Feature extraction.mp4

45 MB

~Get Your Files Here !/008. Chapter 1. Classifier learning algorithm.en.srt

3.0 kB

~Get Your Files Here !/008. Chapter 1. Classifier learning algorithm.mp4

5.5 MB

~Get Your Files Here !/009. Chapter 1. Summary.en.srt

1.2 kB

~Get Your Files Here !/009. Chapter 1. Summary.mp4

3.0 MB

~Get Your Files Here !/010. Chapter 2. Deep learning and neural networks.en.srt

25 kB

~Get Your Files Here !/010. Chapter 2. Deep learning and neural networks.mp4

58 MB

~Get Your Files Here !/011. Chapter 2. Multilayer perceptrons.en.srt

18 kB

~Get Your Files Here !/011. Chapter 2. Multilayer perceptrons.mp4

62 MB

~Get Your Files Here !/012. Chapter 2. Activation functions.en.srt

22 kB

~Get Your Files Here !/012. Chapter 2. Activation functions.mp4

54 MB

~Get Your Files Here !/013. Chapter 2. The feedforward process.en.srt

13 kB

~Get Your Files Here !/013. Chapter 2. The feedforward process.mp4

41 MB

~Get Your Files Here !/014. Chapter 2. Error functions.en.srt

15 kB

~Get Your Files Here !/014. Chapter 2. Error functions.mp4

28 MB

~Get Your Files Here !/015. Chapter 2. Optimization algorithms.en.srt

29 kB

~Get Your Files Here !/015. Chapter 2. Optimization algorithms.mp4

85 MB

~Get Your Files Here !/016. Chapter 2. Backpropagation.en.srt

8.5 kB

~Get Your Files Here !/016. Chapter 2. Backpropagation.mp4

19 MB

~Get Your Files Here !/017. Chapter 2. Summary.en.srt

1.0 kB

~Get Your Files Here !/017. Chapter 2. Summary.mp4

2.8 MB

~Get Your Files Here !/018. Chapter 3. Convolutional neural networks.en.srt

22 kB

~Get Your Files Here !/018. Chapter 3. Convolutional neural networks.mp4

77 MB

~Get Your Files Here !/019. Chapter 3. CNN architecture.en.srt

10 kB

~Get Your Files Here !/019. Chapter 3. CNN architecture.mp4

34 MB

~Get Your Files Here !/020. Chapter 3. Basic components of a CNN.en.srt

36 kB

~Get Your Files Here !/020. Chapter 3. Basic components of a CNN.mp4

97 MB

~Get Your Files Here !/021. Chapter 3. Image classification using CNNs.en.srt

10 kB

~Get Your Files Here !/021. Chapter 3. Image classification using CNNs.mp4

22 MB

~Get Your Files Here !/022. Chapter 3. Adding dropout layers to avoid overfitting.en.srt

11 kB

~Get Your Files Here !/022. Chapter 3. Adding dropout layers to avoid overfitting.mp4

20 MB

~Get Your Files Here !/023. Chapter 3. Convolution over color images (3D images).en.srt

9.3 kB

~Get Your Files Here !/023. Chapter 3. Convolution over color images (3D images).mp4

18 MB

~Get Your Files Here !/024. Chapter 3. Project - Image classification for color images.en.srt

19 kB

~Get Your Files Here !/024. Chapter 3. Project - Image classification for color images.mp4

62 MB

~Get Your Files Here !/025. Chapter 3. Summary.en.srt

2.2 kB

~Get Your Files Here !/025. Chapter 3. Summary.mp4

10 MB

~Get Your Files Here !/026. Chapter 4. Structuring DL projects and hyperparameter tuning.en.srt

17 kB

~Get Your Files Here !/026. Chapter 4. Structuring DL projects and hyperparameter tuning.mp4

29 MB

~Get Your Files Here !/027. Chapter 4. Designing a baseline model.en.srt

4.2 kB

~Get Your Files Here !/027. Chapter 4. Designing a baseline model.mp4

9.4 MB

~Get Your Files Here !/028. Chapter 4. Getting your data ready for training.en.srt

15 kB

~Get Your Files Here !/028. Chapter 4. Getting your data ready for training.mp4

44 MB

~Get Your Files Here !/029. Chapter 4. Evaluating the model and interpreting its performance.en.srt

15 kB

~Get Your Files Here !/029. Chapter 4. Evaluating the model and interpreting its performance.mp4

28 MB

~Get Your Files Here !/030. Chapter 4. Improving the network and tuning hyperparameters.en.srt

15 kB

~Get Your Files Here !/030. Chapter 4. Improving the network and tuning hyperparameters.mp4

29 MB

~Get Your Files Here !/031. Chapter 4. Learning and optimization.en.srt

19 kB

~Get Your Files Here !/031. Chapter 4. Learning and optimization.mp4

45 MB

~Get Your Files Here !/032. Chapter 4. Optimization algorithms.en.srt

12 kB

~Get Your Files Here !/032. Chapter 4. Optimization algorithms.mp4

22 MB

~Get Your Files Here !/033. Chapter 4. Regularization techniques to avoid overfitting.en.srt

9.5 kB

~Get Your Files Here !/033. Chapter 4. Regularization techniques to avoid overfitting.mp4

24 MB

~Get Your Files Here !/034. Chapter 4. Batch normalization.en.srt

10 kB

~Get Your Files Here !/034. Chapter 4. Batch normalization.mp4

30 MB

~Get Your Files Here !/035. Chapter 4. Project - Achieve high accuracy on image classification.en.srt

12 kB

~Get Your Files Here !/035. Chapter 4. Project - Achieve high accuracy on image classification.mp4

31 MB

~Get Your Files Here !/036. Chapter 4. Summary.en.srt

772 B

~Get Your Files Here !/036. Chapter 4. Summary.mp4

1.8 MB

~Get Your Files Here !/037. Part 2. Image classification and detection.en.srt

1.2 kB

~Get Your Files Here !/037. Part 2. Image classification and detection.mp4

2.5 MB

~Get Your Files Here !/038. Chapter 5. Advanced CNN architectures.en.srt

14 kB

~Get Your Files Here !/038. Chapter 5. Advanced CNN architectures.mp4

26 MB

~Get Your Files Here !/039. Chapter 5. LeNet-5.en.srt

7.2 kB

~Get Your Files Here !/039. Chapter 5. LeNet-5.mp4

18 MB

~Get Your Files Here !/040. Chapter 5. AlexNet.en.srt

30 kB

~Get Your Files Here !/040. Chapter 5. AlexNet.mp4

49 MB

~Get Your Files Here !/041. Chapter 5. VGGNet.en.srt

7.9 kB

~Get Your Files Here !/041. Chapter 5. VGGNet.mp4

27 MB

~Get Your Files Here !/042. Chapter 5. Inception and GoogLeNet.en.srt

24 kB

~Get Your Files Here !/042. Chapter 5. Inception and GoogLeNet.mp4

65 MB

~Get Your Files Here !/043. Chapter 5. ResNet.en.srt

24 kB

~Get Your Files Here !/043. Chapter 5. ResNet.mp4

59 MB

~Get Your Files Here !/044. Chapter 5. Summary.en.srt

1.7 kB

~Get Your Files Here !/044. Chapter 5. Summary.mp4

9.0 MB

~Get Your Files Here !/045. Chapter 6. Transfer learning.en.srt

10 kB

~Get Your Files Here !/045. Chapter 6. Transfer learning.mp4

32 MB

~Get Your Files Here !/046. Chapter 6. What is transfer learning.en.srt

13 kB

~Get Your Files Here !/046. Chapter 6. What is transfer learning.mp4

29 MB

~Get Your Files Here !/047. Chapter 6. How transfer learning works.en.srt

13 kB

~Get Your Files Here !/047. Chapter 6. How transfer learning works.mp4

24 MB

~Get Your Files Here !/048. Chapter 6. Transfer learning approaches.en.srt

15 kB

~Get Your Files Here !/048. Chapter 6. Transfer learning approaches.mp4

28 MB

~Get Your Files Here !/049. Chapter 6. Choosing the appropriate level of transfer learning.en.srt

9.3 kB

~Get Your Files Here !/049. Chapter 6. Choosing the appropriate level of transfer learning.mp4

27 MB

~Get Your Files Here !/050. Chapter 6. Open source datasets.en.srt

11 kB

~Get Your Files Here !/050. Chapter 6. Open source datasets.mp4

24 MB

~Get Your Files Here !/051. Chapter 6. Project 1 - A pretrained network as a feature extractor.en.srt

8.8 kB

~Get Your Files Here !/051. Chapter 6. Project 1 - A pretrained network as a feature extractor.mp4

32 MB

~Get Your Files Here !/052. Chapter 6. Project 2 - Fine-tuning.en.srt

9.1 kB

~Get Your Files Here !/052. Chapter 6. Project 2 - Fine-tuning.mp4

24 MB

~Get Your Files Here !/053. Chapter 6. Summary.en.srt

2.6 kB

~Get Your Files Here !/053. Chapter 6. Summary.mp4

9.9 MB

~Get Your Files Here !/054. Chapter 7. Object detection with R-CNN, SSD, and YOLO.en.srt

24 kB

~Get Your Files Here !/054. Chapter 7. Object detection with R-CNN, SSD, and YOLO.mp4

76 MB

~Get Your Files Here !/055. Chapter 7. Region-based convolutional neural networks (R-CNNs).en.srt

47 kB

~Get Your Files Here !/055. Chapter 7. Region-based convolutional neural networks (R-CNNs).mp4

145 MB

~Get Your Files Here !/056. Chapter 7. Single-shot detector (SSD).en.srt

24 kB

~Get Your Files Here !/056. Chapter 7. Single-shot detector (SSD).mp4

71 MB

~Get Your Files Here !/057. Chapter 7. You only look once (YOLO).en.srt

18 kB

~Get Your Files Here !/057. Chapter 7. You only look once (YOLO).mp4

32 MB

~Get Your Files Here !/058. Chapter 7. Project - Train an SSD network in a self-driving car application.en.srt

11 kB

~Get Your Files Here !/058. Chapter 7. Project - Train an SSD network in a self-driving car application.mp4

31 MB

~Get Your Files Here !/059. Chapter 7. Summary.en.srt

1.8 kB

~Get Your Files Here !/059. Chapter 7. Summary.mp4

11 MB

~Get Your Files Here !/060. Part 3. Generative models and visual embeddings.en.srt

1.2 kB

~Get Your Files Here !/060. Part 3. Generative models and visual embeddings.mp4

2.6 MB

~Get Your Files Here !/061. Chapter 8. Generative adversarial networks (GANs).en.srt

33 kB

~Get Your Files Here !/061. Chapter 8. Generative adversarial networks (GANs).mp4

75 MB

~Get Your Files Here !/062. Chapter 8. Evaluating GAN models.en.srt

9.4 kB

~Get Your Files Here !/062. Chapter 8. Evaluating GAN models.mp4

19 MB

~Get Your Files Here !/063. Chapter 8. Popular GAN applications.en.srt

7.8 kB

~Get Your Files Here !/063. Chapter 8. Popular GAN applications.mp4

17 MB

~Get Your Files Here !/064. Chapter 8. Project - Building your own GAN.en.srt

11 kB

~Get Your Files Here !/064. Chapter 8. Project - Building your own GAN.mp4

44 MB

~Get Your Files Here !/065. Chapter 8. Summary.en.srt

1.8 kB

~Get Your Files Here !/065. Chapter 8. Summary.mp4

8.7 MB

~Get Your Files Here !/066. Chapter 9. DeepDream and neural style transfer.en.srt

29 kB

~Get Your Files Here !/066. Chapter 9. DeepDream and neural style transfer.mp4

67 MB

~Get Your Files Here !/067. Chapter 9. DeepDream.en.srt

13 kB

~Get Your Files Here !/067. Chapter 9. DeepDream.mp4

38 MB

~Get Your Files Here !/068. Chapter 9. Neural style transfer.en.srt

19 kB

~Get Your Files Here !/068. Chapter 9. Neural style transfer.mp4

52 MB

~Get Your Files Here !/069. Chapter 9. Summary.en.srt

3.0 kB

~Get Your Files Here !/069. Chapter 9. Summary.mp4

11 MB

~Get Your Files Here !/070. Chapter 10. Visual embeddings.en.srt

15 kB

~Get Your Files Here !/070. Chapter 10. Visual embeddings.mp4

42 MB

~Get Your Files Here !/071. Chapter 10. Learning embedding.en.srt

2.4 kB

~Get Your Files Here !/071. Chapter 10. Learning embedding.mp4

8.5 MB

~Get Your Files Here !/072. Chapter 10. Loss functions.en.srt

18 kB

~Get Your Files Here !/072. Chapter 10. Loss functions.mp4

37 MB

~Get Your Files Here !/073. Chapter 10. Mining informative data.en.srt

25 kB

~Get Your Files Here !/073. Chapter 10. Mining informative data.mp4

69 MB

~Get Your Files Here !/074. Chapter 10. Project - Train an embedding network.en.srt

22 kB

~Get Your Files Here !/074. Chapter 10. Project - Train an embedding network.mp4

69 MB

~Get Your Files Here !/075. Chapter 10. Pushing the boundaries of current accuracy.en.srt

5.3 kB

~Get Your Files Here !/075. Chapter 10. Pushing the boundaries of current accuracy.mp4

13 MB

~Get Your Files Here !/076. Chapter 10. Summary.en.srt

666 B

~Get Your Files Here !/076. Chapter 10. Summary.mp4

6.9 MB

~Get Your Files Here !/Bonus Resources.txt

70 B