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Deep Learning CNN - Convolutional Neural Networks With Python

Torrent Details

Deep Learning CNN - Convolutional Neural Networks with Python

NAME: Deep Learning CNN - Convolutional Neural Networks with Python.torrent

CATEGORY: Other

INFOHASH: 006bd9569b8080810a686fd81adb1f5061529a29

SIZE: 3.9 GB in 98 files

ADDED: Uploaded on 12-09-2022 by our crawler pet called "Spidey".

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Description

[ FreeCourseWeb.com ] Deep Learning CNN: Convolutional Neural Networks with Python

If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com

Released 08/2022

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 15h 27m | Size: 3.94 GB

Learn Convolution Neural Networks using TensorFlow, CNN for Image Recognition, and CNN for Object Detection. Understand the concepts and methodologies of CNNs with respect to data science with live coding throughout

Video description

Learn Convolution Neural Networks using TensorFlow, CNN for Image Recognition, and CNN for Object Detection. Understand the concepts and methodologies of CNNs with respect to data science with live coding throughout.

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Files in this torrent

FILENAME		SIZE
	~Get Your Files Here !/Bonus Resources.txt	386 B
	~Get Your Files Here !/Chapter 1 Introduction to the Course/001. Course Overview.mp4	48.8 MB
	~Get Your Files Here !/Chapter 1 Introduction to the Course/002. Introduction to Instructor.mp4	13.7 MB
	~Get Your Files Here !/Chapter 1 Introduction to the Course/003. Why CNN.mp4	82.8 MB
	~Get Your Files Here !/Chapter 1 Introduction to the Course/004. Focus of the Course.mp4	21.9 MB
	~Get Your Files Here !/Chapter 10 YOLO/001. Image Classification Revisited.mp4	20.5 MB
	~Get Your Files Here !/Chapter 10 YOLO/002. Sliding Window Object Localization.mp4	34.2 MB
	~Get Your Files Here !/Chapter 10 YOLO/003. Sliding Window Efficient Implementation.mp4	27.2 MB
	~Get Your Files Here !/Chapter 10 YOLO/004. YOLO Introduction.mp4	34.7 MB
	~Get Your Files Here !/Chapter 10 YOLO/005. YOLO Training Data Generation.mp4	27 MB
	~Get Your Files Here !/Chapter 10 YOLO/006. YOLO Anchor Boxes.mp4	43.6 MB
	~Get Your Files Here !/Chapter 10 YOLO/007. YOLO Algorithm.mp4	29.5 MB
	~Get Your Files Here !/Chapter 10 YOLO/008. YOLO Non-Maxima Suppression.mp4	32.6 MB
	~Get Your Files Here !/Chapter 10 YOLO/009. RCNN.mp4	12.4 MB
	~Get Your Files Here !/Chapter 10 YOLO/010. YOLO Activity.mp4	5.3 MB
	~Get Your Files Here !/Chapter 11 Face Verification/001. Problem Setup.mp4	30 MB
	~Get Your Files Here !/Chapter 11 Face Verification/002. Project Implementation.mp4	71.5 MB
	~Get Your Files Here !/Chapter 11 Face Verification/003. Face Verification Activity.mp4	4.6 MB
	~Get Your Files Here !/Chapter 12 Neural Style Transfer/001. Problem Setup.mp4	112.8 MB
	~Get Your Files Here !/Chapter 12 Neural Style Transfer/002. Implementation TensorFlow Hub.mp4	42.6 MB
	~Get Your Files Here !/Chapter 12 Neural Style Transfer/003. Thank You and Conclusion.mp4	12.3 MB
	~Get Your Files Here !/Chapter 2 Image Processing/001. Gray-Scale Images.mp4	37.2 MB
	~Get Your Files Here !/Chapter 2 Image Processing/002. Gray-Scale Images Quiz.mp4	4.2 MB
	~Get Your Files Here !/Chapter 2 Image Processing/003. Gray-Scale Images Solution.mp4	4.9 MB
	~Get Your Files Here !/Chapter 2 Image Processing/004. RGB Images.mp4	30.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/005. RGB Images Quiz.mp4	4.6 MB
	~Get Your Files Here !/Chapter 2 Image Processing/006. RGB Images Solution.mp4	5 MB
	~Get Your Files Here !/Chapter 2 Image Processing/007. Reading and Showing Images in Python.mp4	37.8 MB
	~Get Your Files Here !/Chapter 2 Image Processing/008. Reading and Showing Images in Python Quiz.mp4	4.1 MB
	~Get Your Files Here !/Chapter 2 Image Processing/009. Reading and Showing Images in Python Solution.mp4	4.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/010. Converting an Image to Grayscale in Python.mp4	29.9 MB
	~Get Your Files Here !/Chapter 2 Image Processing/011. Converting an Image to Grayscale in Python Quiz.mp4	4.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/012. Converting an Image to Grayscale in Python Solution.mp4	5.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/013. Image Formation.mp4	19.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/014. Image Formation Quiz.mp4	4.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/015. Image Formation Solution.mp4	4.5 MB
	~Get Your Files Here !/Chapter 2 Image Processing/016. Image Blurring 1.mp4	45.6 MB
	~Get Your Files Here !/Chapter 2 Image Processing/017. Image Blurring 1 Quiz.mp4	5.1 MB
	~Get Your Files Here !/Chapter 2 Image Processing/018. Image Blurring 1 Solution.mp4	4.5 MB
	~Get Your Files Here !/Chapter 2 Image Processing/019. Image Blurring 2.mp4	39.1 MB
	~Get Your Files Here !/Chapter 2 Image Processing/020. Image Blurring 2 Quiz.mp4	4.4 MB
	~Get Your Files Here !/Chapter 2 Image Processing/021. Image Blurring 2 Solution.mp4	5.3 MB
	~Get Your Files Here !/Chapter 2 Image Processing/022. General Image Filtering.mp4	19.2 MB
	~Get Your Files Here !/Chapter 2 Image Processing/023. Convolution.mp4	22.8 MB
	~Get Your Files Here !/Chapter 2 Image Processing/024. Edge Detection.mp4	29.2 MB
	~Get Your Files Here !/Chapter 2 Image Processing/025. Image Sharpening.mp4	19.6 MB
	~Get Your Files Here !/Chapter 2 Image Processing/026. Implementation of Image Blurring Edge Detection Image Sharpening in Python.mp4	65 MB
	~Get Your Files Here !/Chapter 2 Image Processing/027. Parametric Shape Detection.mp4	34.2 MB
	~Get Your Files Here !/Chapter 2 Image Processing/028. Image Processing.mp4	15.1 MB
	~Get Your Files Here !/Chapter 2 Image Processing/029. Image Processing Activity.mp4	10.8 MB
	~Get Your Files Here !/Chapter 2 Image Processing/030. Image Processing Activity Solution.mp4	44.6 MB
	~Get Your Files Here !/Chapter 3 Object Detection/001. Introduction to Object Detection.mp4	35.7 MB
	~Get Your Files Here !/Chapter 3 Object Detection/002. Classification Pipeline.mp4	43.9 MB
	~Get Your Files Here !/Chapter 3 Object Detection/003. Classification Pipeline Quiz.mp4	4.2 MB
	~Get Your Files Here !/Chapter 3 Object Detection/004. Classification Pipeline Solution.mp4	5.2 MB
	~Get Your Files Here !/Chapter 3 Object Detection/005. Sliding Window Implementation.mp4	25 MB
	~Get Your Files Here !/Chapter 3 Object Detection/006. Shift Scale Rotation Invariance.mp4	47 MB
	~Get Your Files Here !/Chapter 3 Object Detection/007. Shift Scale Rotation Invariance Exercise.mp4	58.6 MB
	~Get Your Files Here !/Chapter 3 Object Detection/008. Person Detection.mp4	43.1 MB
	~Get Your Files Here !/Chapter 3 Object Detection/009. HOG Features.mp4	38 MB
	~Get Your Files Here !/Chapter 3 Object Detection/010. HOG Features Exercise.mp4	28.6 MB
	~Get Your Files Here !/Chapter 3 Object Detection/011. Hand Engineering Versus CNNs.mp4	30.1 MB
	~Get Your Files Here !/Chapter 3 Object Detection/012. Object Detection Activity.mp4	18.5 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/001. Neuron and Perceptron.mp4	44.5 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/002. DNN Architecture.mp4	27.3 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/003. DNN Architecture Quiz.mp4	5.8 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/004. DNN Architecture Solution.mp4	7.1 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/005. FeedForward FullyConnected MLP.mp4	16.7 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/006. Calculating Number of Weights of DNN.mp4	22.4 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/007. Calculating Number of Weights of DNN Quiz.mp4	4.5 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/008. Calculating Number of Weights of DNN Solution.mp4	7.1 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/009. Number of Neurons Versus Number of Layers.mp4	25.1 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/010. Discriminative Versus Generative Learning.mp4	22.6 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/011. Universal Approximation Theorem.mp4	31.4 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/012. Why Depth.mp4	12.8 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/013. Decision Boundary in DNN.mp4	22.1 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/014. Decision Boundary in DNN Quiz.mp4	6 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/015. Decision Boundary in DNN Solution.mp4	12.9 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/016. BiasTerm.mp4	28.8 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/017. BiasTerm Quiz.mp4	4.5 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/018. BiasTerm Solution.mp4	5.5 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/019. Activation Function.mp4	30.4 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/020. Activation Function Quiz.mp4	4.7 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/021. Activation Function Solution.mp4	6.3 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/022. DNN Training Parameters.mp4	37.2 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/023. DNN Training Parameters Quiz.mp4	4.6 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/024. DNN Training Parameters Solution.mp4	4.9 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/025. Gradient Descent.mp4	29 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/026. Backpropagation.mp4	40.3 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/027. Training DNN Animation.mp4	22.4 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/028. Weight Initialization.mp4	45 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/029. Weight Initialization Quiz.mp4	4.6 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/030. Weight Initialization Solution.mp4	5.6 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/031. Batch MiniBatch Stochastic Gradient Descent.mp4	34.2 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/032. Batch Normalization.mp4	22 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/033. Rprop and Momentum.mp4	58 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/034. Rprop and Momentum Quiz.mp4	6 MB
	~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/035. Rprop and Momentum Solution.mp4	6.5 MB

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Deep Learning CNN - Convolutional Neural Networks With Python

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