|  

Practical Transfer Learning ( Deep Learning ) in Python
Size :3.0 GB
Peers : Seeders : 0      Leechers : 0
Added : 1 year ago » by tutsnode » in Other
Language : English
Last Updated :6 months ago
Info_Hash :FA06CBA738030F9B27315FECBB0548B42E959654

Torrent File Contents

Practical Transfer Learning ( Deep Learning ) in Python
  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/1.2 train.zip
  -  543.17 MB

  TutsNode.net.txt
  -  63 Bytes

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/2.1 full transfer learning code.docx
  -  27.19 KB

  [TutsNode.net] - 6. Monkey Species Classification/2.1 MonkeyClassification.py
  -  8.21 KB

  [TutsNode.net] - 6. Monkey Species Classification/1.1 videorecord.py
  -  3.67 KB

  [TutsNode.net] - 1. Introduction/2.2 path for poet.txt
  -  486 Bytes

  [TGx]Downloaded from torrentgalaxy.buzz .txt
  -  585 Bytes

  [TutsNode.net] - 1. Introduction/3.1 One More link for peots.html
  -  137 Bytes

  [TutsNode.net] - 1. Introduction/3.2 Tensor flow for poets link.html
  -  132 Bytes

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/1.1 Cat Dog Dataset.html
  -  103 Bytes

  [TutsNode.net] - 4. Worth Reading Articles/1. Articles.html
  -  82 Bytes

  .pad/0
  -  807.4 KB

  [TutsNode.net] - 1. Introduction/4. Becoming Poet Part 2.mp4
  -  130.94 MB

  .pad/1
  -  60.43 KB

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/1. Data Preparation-1.mp4
  -  129.09 MB

  .pad/2
  -  929.15 KB

  [TutsNode.net] - 7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/2. Dataset Preparation for Custom Model.mp4
  -  123.4 MB

  .pad/3
  -  611.91 KB

  [TutsNode.net] - 5. Transfer Learning in Python/3. Dataset Preparation for Custom Model.mp4
  -  123.37 MB

  .pad/4
  -  643.12 KB

  [TutsNode.net] - 7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/1. Checking against pre-trained model.mp4
  -  106.16 MB

  .pad/5
  -  860.64 KB

  [TutsNode.net] - 5. Transfer Learning in Python/2. Direct Use of Model.mp4
  -  106.13 MB

  .pad/6
  -  885.89 KB

  [TutsNode.net] - 6. Monkey Species Classification/5. Resnet Custom Model.mp4
  -  94.44 MB

  .pad/7
  -  568.95 KB

  [TutsNode.net] - 6. Monkey Species Classification/2. Existing Models Checking.mp4
  -  89.94 MB

  .pad/8
  -  57.38 KB

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/4. Basic CNN Model-1.mp4
  -  87.42 MB

  .pad/9
  -  594.2 KB

  [TutsNode.net] - 5. Transfer Learning in Python/4. Making of Custom Model - Last Layer change.mp4
  -  82.19 MB

  .pad/10
  -  826.75 KB

  [TutsNode.net] - 7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/3. Custom Model.mp4
  -  82.17 MB

  .pad/11
  -  849.11 KB

  [TutsNode.net] - 6. Monkey Species Classification/3. Data Loading -1.mp4
  -  82.09 MB

  .pad/12
  -  930.88 KB

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/2. Image to Numpy Array.mp4
  -  75.07 MB

  .pad/13
  -  947.55 KB

  [TutsNode.net] - 1. Introduction/3. Becoming Poet Part 1.mp4
  -  74.28 MB

  .pad/14
  -  736.59 KB

  [TutsNode.net] - 6. Monkey Species Classification/6. Fitting Custom Resnet Model.mp4
  -  73.53 MB

  .pad/15
  -  476.21 KB

  [TutsNode.net] - 6. Monkey Species Classification/4. Data Loading One Hot Encoding.mp4
  -  70.73 MB

  .pad/16
  -  274.78 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/9. Tensorflow.js Model Deployment with p5.mp4
  -  66.07 MB

  .pad/17
  -  952.22 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/12. Android Deployment.mp4
  -  59.74 MB

  .pad/18
  -  269.92 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/4. Audio Classification - Man in Black.mp4
  -  54.79 MB

  .pad/19
  -  215 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/3. Indian Rupee Classification.mp4
  -  54.54 MB

  .pad/20
  -  470.13 KB

  [TutsNode.net] - 6. Monkey Species Classification/7. Basic CNN Model on Monkey Dataset.mp4
  -  49.24 MB

  .pad/21
  -  776.36 KB

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/3. Label Encoding.mp4
  -  43.15 MB

  .pad/22
  -  869.97 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/1. Introduction to Teachable Machine.mp4
  -  43.09 MB

  .pad/23
  -  928.91 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/6. Transfer Learning in Deep Learning.mp4
  -  38.95 MB

  .pad/24
  -  55.44 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/2. Mask Face Classification.mp4
  -  38.85 MB

  .pad/25
  -  157.45 KB

  [TutsNode.net] - 1. Introduction/2. Do you want to be poet.mp4
  -  34.99 MB

  .pad/26
  -  12.42 KB

  [TutsNode.net] - 1. Introduction/2.1 flower_photos-500.zip
  -  34.63 MB

  .pad/27
  -  380.41 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/8. Top-1 and Top-5 Accuracy.mp4
  -  32.9 MB

  .pad/28
  -  100.04 KB

  [TutsNode.net] - 1. Introduction/2.3 tensorflow-for-poets-2-master.zip
  -  28.07 MB

  .pad/29
  -  947.35 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/7. Types of Transfer Learning in Deep Learning.mp4
  -  26.45 MB

  .pad/30
  -  560.65 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/10. More Internal Deployment.mp4
  -  23.25 MB

  .pad/31
  -  768.05 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/5. Audio Classification - Bell and Clap.mp4
  -  23.07 MB

  .pad/32
  -  947.75 KB

  [TutsNode.net] - 5. Transfer Learning in Python/5. Fitting of Custom Model - 4 Class Model.mp4
  -  22.16 MB

  .pad/33
  -  859.79 KB

  [TutsNode.net] - 7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/4. Fitting the Model.mp4
  -  22.16 MB

  .pad/34
  -  865.23 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/11. Labels and Confidence Detail.mp4
  -  22.06 MB

  .pad/35
  -  966.4 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/7. Pose Classification - Yoga pose.mp4
  -  21.62 MB

  .pad/36
  -  384.11 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/6. Pose Classification - Bad Posture.mp4
  -  21.43 MB

  .pad/37
  -  583 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/2. Technical Terms of Transfer Learning.mp4
  -  19.64 MB

  .pad/38
  -  365.9 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/3. What , How and When to do Transfer Learning.mp4
  -  18.64 MB

  .pad/39
  -  370.73 KB

  [TutsNode.net] - 8. (Optional)Full Demo - DOG CAT Classifier/5. CNN Model-2 with Drop out and More layer.mp4
  -  18.12 MB

  .pad/40
  -  902.51 KB

  [TutsNode.net] - 4. Worth Reading Articles/1.1 Additional Resources.zip
  -  17.86 MB

  .pad/41
  -  144.05 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/1. Basic Understanding of Transfer Learning.mp4
  -  17.42 MB

  .pad/42
  -  592.96 KB

  [TutsNode.net] - 6. Monkey Species Classification/8. Fitting Basic Model.mp4
  -  15.33 MB

  .pad/43
  -  686.73 KB

  [TutsNode.net] - 1. Introduction/9. Transfer Learning vs Traditional ML and Deep Learning 2.mp4
  -  14.51 MB

  .pad/44
  -  497.42 KB

  [TutsNode.net] - 1. Introduction/5. Becoming Poet Part 3.mp4
  -  13.61 MB

  .pad/45
  -  403.72 KB

  [TutsNode.net] - 1. Introduction/8. Transfer Learning vs Traditional ML and Deep Learning.mp4
  -  13.48 MB

  .pad/46
  -  531 KB

  [TutsNode.net] - 1. Introduction/6. Three main motivation for Transfer Learning.mp4
  -  11.99 MB

  .pad/47
  -  10.93 KB

  [TutsNode.net] - 1. Introduction/7. Success of Transfer Learning - Andrew Ng.mp4
  -  11.79 MB

  .pad/48
  -  219.7 KB

  [TutsNode.net] - 1. Introduction/1. Introduction and Course Outline.mp4
  -  8.53 MB

  .pad/49
  -  484.88 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/4. Negative Transfer Learning.mp4
  -  8 MB

  .pad/50
  -  3.83 KB

  [TutsNode.net] - 5. Transfer Learning in Python/1. Downloaded Model Location.mp4
  -  5.46 MB

  .pad/51
  -  556.63 KB

  [TutsNode.net] - 6. Monkey Species Classification/1. Model Downloading.mp4
  -  5.46 MB

  .pad/52
  -  557.33 KB

  [TutsNode.net] - 2. Understanding Transfer Learning/5. Inductive Bias.mp4
  -  5.26 MB

  .pad/53
  -  758.29 KB

  [TutsNode.net] - 3. Google Teachable Machine - Unlimited edge for Transfer Learning/8. Yoga Pose Testing.mp4
  -  4.86 MB

  .pad/54
  -  147.56 KB

  [TutsNode.net] - 7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/1.1 4class.zip
  -  3.98 MB

  .pad/55
  -  23.67 KB

  [TutsNode.net] - 6. Monkey Species Classification/9. Thank you - For the Course.mp4
  -  2.81 MB



Torrent Description


Description

Don’t be Hero . as It is well said..

Let;s Enroll and utilize works of Hero for our problems.

Everyone can not do research like Yann Lecun or Andrew Ng. They are focused on improving machine learning algorithms for better world.

But as an individual and for industry, we are more concern with specific application and its accuracy.

Transfer Learning is the solution for many existing problems. Transfer learning uses existing knowledge of previously learned model to new frontier.

I will demonstrate code to do Transfer Learning in Image Classification.

Knowledge gain to recognize cycle and bike can be used to recognize car.

There are various ways we can achieve transfer learning. I will discuss Pre trained model, Fine tunning and feature extraction techniques.

Once again. Let’s not be Hero . and enroll in this course.
Who this course is for:

Deep Learning Enthusiastic
Anyone who want to jump start Machine Learning

Requirements

Basic Understanding of Python
Basic Understanding of Machine Learning Terms
Some Idea on CNN models

Last Updated 11/2022