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文档列表

01 Introduction/001 Welcome to the Course!.mp4 23.0 MB
01 Introduction/001 Welcome to the Course!-subtitle-en.vtt 1.7 kB
02 Module 1 - Face Detection Intuition/002 Plan of attack.mp4 2.5 MB
02 Module 1 - Face Detection Intuition/002 Plan of attack-subtitle-en.vtt 1.8 kB
02 Module 1 - Face Detection Intuition/003 Viola-Jones Algorithm.mp4 19.5 MB
02 Module 1 - Face Detection Intuition/003 Viola-Jones Algorithm-subtitle-en.vtt 13.5 kB
02 Module 1 - Face Detection Intuition/004 Haar-like Features.mp4 32.1 MB
02 Module 1 - Face Detection Intuition/004 Haar-like Features-subtitle-en.vtt 18.8 kB
02 Module 1 - Face Detection Intuition/005 Integral Image.mp4 21.4 MB
02 Module 1 - Face Detection Intuition/005 Integral Image-subtitle-en.vtt 13.3 kB
02 Module 1 - Face Detection Intuition/006 Training Classifiers.mp4 21.9 MB
02 Module 1 - Face Detection Intuition/006 Training Classifiers-subtitle-en.vtt 14.2 kB
02 Module 1 - Face Detection Intuition/007 Adaptive Boosting (Adaboost).mp4 30.3 MB
02 Module 1 - Face Detection Intuition/007 Adaptive Boosting (Adaboost)-subtitle-en.vtt 19.4 kB
02 Module 1 - Face Detection Intuition/008 Cascading.mp4 12.6 MB
02 Module 1 - Face Detection Intuition/008 Cascading-subtitle-en.vtt 8.3 kB
03 Module 1 - Face Detection with OpenCV/009 Computer-Vision-A-Z.zip 390.3 MB
03 Module 1 - Face Detection with OpenCV/010 Installations Instructions (once and for all!).mp4 36.1 MB
03 Module 1 - Face Detection with OpenCV/010 Installations Instructions (once and for all!)-subtitle-en.vtt 19.5 kB
03 Module 1 - Face Detection with OpenCV/011 Face Detection - Step 1.mp4 12.4 MB
03 Module 1 - Face Detection with OpenCV/011 Face Detection - Step 1-subtitle-en.vtt 8.8 kB
03 Module 1 - Face Detection with OpenCV/012 Face Detection - Step 2.mp4 10.0 MB
03 Module 1 - Face Detection with OpenCV/012 Face Detection - Step 2-subtitle-en.vtt 7.0 kB
03 Module 1 - Face Detection with OpenCV/013 Face Detection - Step 3.mp4 7.2 MB
03 Module 1 - Face Detection with OpenCV/013 Face Detection - Step 3-subtitle-en.vtt 4.6 kB
03 Module 1 - Face Detection with OpenCV/014 Face Detection - Step 4.mp4 10.1 MB
03 Module 1 - Face Detection with OpenCV/014 Face Detection - Step 4-subtitle-en.vtt 6.2 kB
03 Module 1 - Face Detection with OpenCV/015 Face Detection - Step 5.mp4 9.7 MB
03 Module 1 - Face Detection with OpenCV/015 Face Detection - Step 5-subtitle-en.vtt 6.0 kB
03 Module 1 - Face Detection with OpenCV/016 Face Detection - Step 6.mp4 25.5 MB
03 Module 1 - Face Detection with OpenCV/016 Face Detection - Step 6-subtitle-en.vtt 13.3 kB
04 Homework Challenge - Build a Happiness Detector/018 Homework Challenge - Solution (Video).mp4 52.2 MB
04 Homework Challenge - Build a Happiness Detector/018 Homework Challenge - Solution (Video)-subtitle-en.vtt 23.8 kB
04 Homework Challenge - Build a Happiness Detector/019 Homework.zip 222.0 kB
05 Module 2 - Object Detection Intuition/020 Plan of attack.mp4 3.7 MB
05 Module 2 - Object Detection Intuition/020 Plan of attack-subtitle-en.vtt 2.5 kB
05 Module 2 - Object Detection Intuition/021 How SSD is different.mp4 24.9 MB
05 Module 2 - Object Detection Intuition/021 How SSD is different-subtitle-en.vtt 11.3 kB
05 Module 2 - Object Detection Intuition/022 The Multi-Box Concept.mp4 28.4 MB
05 Module 2 - Object Detection Intuition/022 The Multi-Box Concept-subtitle-en.vtt 13.2 kB
05 Module 2 - Object Detection Intuition/023 Predicting Object Positions.mp4 26.6 MB
05 Module 2 - Object Detection Intuition/023 Predicting Object Positions-subtitle-en.vtt 12.6 kB
05 Module 2 - Object Detection Intuition/024 The Scale Problem.mp4 28.1 MB
05 Module 2 - Object Detection Intuition/024 The Scale Problem-subtitle-en.vtt 15.5 kB
06 Module 2 - Object Detection with SSD/025 Object Detection - Step 1.mp4 37.7 MB
06 Module 2 - Object Detection with SSD/025 Object Detection - Step 1-subtitle-en.vtt 12.0 kB
06 Module 2 - Object Detection with SSD/026 Object Detection - Step 2.mp4 9.7 MB
06 Module 2 - Object Detection with SSD/026 Object Detection - Step 2-subtitle-en.vtt 6.5 kB
06 Module 2 - Object Detection with SSD/027 Object Detection - Step 3.mp4 13.7 MB
06 Module 2 - Object Detection with SSD/027 Object Detection - Step 3-subtitle-en.vtt 9.2 kB
06 Module 2 - Object Detection with SSD/028 Object Detection - Step 4.mp4 16.9 MB
06 Module 2 - Object Detection with SSD/028 Object Detection - Step 4-subtitle-en.vtt 10.7 kB
06 Module 2 - Object Detection with SSD/029 Object Detection - Step 5.mp4 10.2 MB
06 Module 2 - Object Detection with SSD/029 Object Detection - Step 5-subtitle-en.vtt 6.5 kB
06 Module 2 - Object Detection with SSD/030 Object Detection - Step 6.mp4 35.8 MB
06 Module 2 - Object Detection with SSD/030 Object Detection - Step 6-subtitle-en.vtt 21.2 kB
06 Module 2 - Object Detection with SSD/031 Object Detection - Step 7.mp4 12.1 MB
06 Module 2 - Object Detection with SSD/031 Object Detection - Step 7-subtitle-en.vtt 7.0 kB
06 Module 2 - Object Detection with SSD/032 Object Detection - Step 8.mp4 8.2 MB
06 Module 2 - Object Detection with SSD/032 Object Detection - Step 8-subtitle-en.vtt 4.8 kB
06 Module 2 - Object Detection with SSD/033 Object Detection - Step 9.mp4 48.8 MB
06 Module 2 - Object Detection with SSD/033 Object Detection - Step 9-subtitle-en.vtt 16.4 kB
06 Module 2 - Object Detection with SSD/034 Object Detection - Step 10.mp4 51.6 MB
06 Module 2 - Object Detection with SSD/034 Object Detection - Step 10-subtitle-en.vtt 21.3 kB
06 Module 2 - Object Detection with SSD/035 Training-SSD.zip 2.9 GB
07 Homework Challenge - Detect Epic Horses galloping in Monument Valley/036 epic-horses.mp4 25.9 MB
07 Homework Challenge - Detect Epic Horses galloping in Monument Valley/037 Homework Challenge - Solution (Video).mp4 65.1 MB
07 Homework Challenge - Detect Epic Horses galloping in Monument Valley/037 Homework Challenge - Solution (Video)-subtitle-en.vtt 19.5 kB
07 Homework Challenge - Detect Epic Horses galloping in Monument Valley/038 Homework.zip 127.2 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/039 Plan of Attack.mp4 4.9 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/039 Plan of Attack-subtitle-en.vtt 3.7 kB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/040 The Idea Behind GANs.mp4 12.4 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/040 The Idea Behind GANs-subtitle-en.vtt 8.2 kB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/041 How Do GANs Work_ (Step 1).mp4 24.3 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/041 How Do GANs Work_ (Step 1)-subtitle-en.vtt 15.4 kB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/042 How Do GANs Work_ (Step 2).mp4 9.9 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/042 How Do GANs Work_ (Step 2)-subtitle-en.vtt 6.7 kB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/043 How Do GANs Work_ (Step 3).mp4 9.7 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/043 How Do GANs Work_ (Step 3)-subtitle-en.vtt 5.3 kB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/044 Applications of GANs.mp4 32.1 MB
08 Module 3 - Generative Adversarial Networks (GANs) Intuition/044 Applications of GANs-subtitle-en.vtt 15.0 kB
09 Module 3 - Image Creation with GANs/045 GANs - Step 1.mp4 32.9 MB
09 Module 3 - Image Creation with GANs/045 GANs - Step 1-subtitle-en.vtt 11.9 kB
09 Module 3 - Image Creation with GANs/046 GANs - Step 2.mp4 41.1 MB
09 Module 3 - Image Creation with GANs/046 GANs - Step 2-subtitle-en.vtt 22.2 kB
09 Module 3 - Image Creation with GANs/047 GANs - Step 3.mp4 10.7 MB
09 Module 3 - Image Creation with GANs/047 GANs - Step 3-subtitle-en.vtt 6.0 kB
09 Module 3 - Image Creation with GANs/048 GANs - Step 4.mp4 8.8 MB
09 Module 3 - Image Creation with GANs/048 GANs - Step 4-subtitle-en.vtt 4.9 kB
09 Module 3 - Image Creation with GANs/049 GANs - Step 5.mp4 41.3 MB
09 Module 3 - Image Creation with GANs/049 GANs - Step 5-subtitle-en.vtt 22.6 kB
09 Module 3 - Image Creation with GANs/050 GANs - Step 6.mp4 11.8 MB
09 Module 3 - Image Creation with GANs/050 GANs - Step 6-subtitle-en.vtt 6.7 kB
09 Module 3 - Image Creation with GANs/051 GANs - Step 7.mp4 5.3 MB
09 Module 3 - Image Creation with GANs/051 GANs - Step 7-subtitle-en.vtt 3.5 kB
09 Module 3 - Image Creation with GANs/052 GANs - Step 8.mp4 19.2 MB
09 Module 3 - Image Creation with GANs/052 GANs - Step 8-subtitle-en.vtt 11.2 kB
09 Module 3 - Image Creation with GANs/053 GANs - Step 9.mp4 46.9 MB
09 Module 3 - Image Creation with GANs/053 GANs - Step 9-subtitle-en.vtt 25.2 kB
09 Module 3 - Image Creation with GANs/054 GANs - Step 10.mp4 5.2 MB
09 Module 3 - Image Creation with GANs/054 GANs - Step 10-subtitle-en.vtt 2.8 kB
09 Module 3 - Image Creation with GANs/055 GANs - Step 11.mp4 13.3 MB
09 Module 3 - Image Creation with GANs/055 GANs - Step 11-subtitle-en.vtt 7.9 kB
09 Module 3 - Image Creation with GANs/056 GANs - Step 12.mp4 39.4 MB
09 Module 3 - Image Creation with GANs/056 GANs - Step 12-subtitle-en.vtt 16.7 kB
09 Module 3 - Image Creation with GANs/057 Special Thanks to Alexis Jacq.mp4 5.6 MB
09 Module 3 - Image Creation with GANs/057 Special Thanks to Alexis Jacq-subtitle-en.vtt 3.1 kB
10 Annex 1_ Artificial Neural Networks/058 What is Deep Learning_.mp4 32.8 MB
10 Annex 1_ Artificial Neural Networks/058 What is Deep Learning_-subtitle-en.vtt 16.3 kB
10 Annex 1_ Artificial Neural Networks/059 Plan of Attack.mp4 5.0 MB
10 Annex 1_ Artificial Neural Networks/059 Plan of Attack-subtitle-en.vtt 3.6 kB
10 Annex 1_ Artificial Neural Networks/060 The Neuron.mp4 31.0 MB
10 Annex 1_ Artificial Neural Networks/060 The Neuron-subtitle-en.vtt 22.4 kB
10 Annex 1_ Artificial Neural Networks/061 The Activation Function.mp4 15.5 MB
10 Annex 1_ Artificial Neural Networks/061 The Activation Function-subtitle-en.vtt 10.8 kB
10 Annex 1_ Artificial Neural Networks/062 How do Neural Networks work_.mp4 24.7 MB
10 Annex 1_ Artificial Neural Networks/062 How do Neural Networks work_-subtitle-en.vtt 17.2 kB
10 Annex 1_ Artificial Neural Networks/063 How do Neural Networks learn_.mp4 27.8 MB
10 Annex 1_ Artificial Neural Networks/063 How do Neural Networks learn_-subtitle-en.vtt 16.9 kB
10 Annex 1_ Artificial Neural Networks/064 Gradient Descent.mp4 19.4 MB
10 Annex 1_ Artificial Neural Networks/064 Gradient Descent-subtitle-en.vtt 12.6 kB
10 Annex 1_ Artificial Neural Networks/065 Stochastic Gradient Descent.mp4 17.6 MB
10 Annex 1_ Artificial Neural Networks/065 Stochastic Gradient Descent-subtitle-en.vtt 11.0 kB
10 Annex 1_ Artificial Neural Networks/066 Backpropagation.mp4 11.5 MB
10 Annex 1_ Artificial Neural Networks/066 Backpropagation-subtitle-en.vtt 6.5 kB
11 Annex 2_ Convolutional Neural Networks/067 Plan of Attack.mp4 6.2 MB
11 Annex 2_ Convolutional Neural Networks/067 Plan of Attack-subtitle-en.vtt 4.7 kB
11 Annex 2_ Convolutional Neural Networks/068 What are convolutional neural networks_.mp4 30.9 MB
11 Annex 2_ Convolutional Neural Networks/068 What are convolutional neural networks_-subtitle-en.vtt 19.8 kB
11 Annex 2_ Convolutional Neural Networks/069 Step 1 - Convolution Operation.mp4 32.5 MB
11 Annex 2_ Convolutional Neural Networks/069 Step 1 - Convolution Operation-subtitle-en.vtt 20.9 kB
11 Annex 2_ Convolutional Neural Networks/070 Step 1(b) - ReLU Layer.mp4 14.8 MB
11 Annex 2_ Convolutional Neural Networks/070 Step 1(b) - ReLU Layer-subtitle-en.vtt 8.3 kB
11 Annex 2_ Convolutional Neural Networks/071 Step 2 - Pooling.mp4 42.2 MB
11 Annex 2_ Convolutional Neural Networks/071 Step 2 - Pooling-subtitle-en.vtt 18.8 kB
11 Annex 2_ Convolutional Neural Networks/072 Step 3 - Flattening.mp4 3.4 MB
11 Annex 2_ Convolutional Neural Networks/072 Step 3 - Flattening-subtitle-en.vtt 2.3 kB
11 Annex 2_ Convolutional Neural Networks/073 Step 4 - Full Connection.mp4 44.8 MB
11 Annex 2_ Convolutional Neural Networks/073 Step 4 - Full Connection-subtitle-en.vtt 25.7 kB
11 Annex 2_ Convolutional Neural Networks/074 Summary.mp4 8.3 MB
11 Annex 2_ Convolutional Neural Networks/074 Summary-subtitle-en.vtt 5.5 kB
11 Annex 2_ Convolutional Neural Networks/075 Softmax & Cross-Entropy.mp4 34.8 MB
11 Annex 2_ Convolutional Neural Networks/075 Softmax & Cross-Entropy-subtitle-en.vtt 22.7 kB
[FreeCoursesOnline.Us].txt 138 Bytes
[FreeCoursesOnline.Us].url 123 Bytes
[FreeTutorials.Us].txt 75 Bytes
[FreeTutorials.Us].url 119 Bytes

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