mod12lec60
Deep Learning For Visual Computing - IITKGP
mod12lec60
32:11
mod12lec58
Deep Learning For Visual Computing - IITKGP
mod12lec58
26:54
mod12lec57
Deep Learning For Visual Computing - IITKGP
mod12lec57
31:25
mod12lec56
Deep Learning For Visual Computing - IITKGP
mod12lec56
26:34
mod12lec59
Deep Learning For Visual Computing - IITKGP
mod12lec59
23:46
mod11lec51
Deep Learning For Visual Computing - IITKGP
mod11lec51
21:19
mod11lec54
Deep Learning For Visual Computing - IITKGP
mod11lec54
21:36
mod11lec55
Deep Learning For Visual Computing - IITKGP
mod11lec55
19:12
mod11lec52
Deep Learning For Visual Computing - IITKGP
mod11lec52
19:51
mod11lec53
Deep Learning For Visual Computing - IITKGP
mod11lec53
18:28
mod10lec50
Deep Learning For Visual Computing - IITKGP
mod10lec50
24:39
mod10lec49
Deep Learning For Visual Computing - IITKGP
mod10lec49
23:47
mod10lec48
Deep Learning For Visual Computing - IITKGP
mod10lec48
22:13
mod10lec47
Deep Learning For Visual Computing - IITKGP
mod10lec47
21:14
mod10lec46
Deep Learning For Visual Computing - IITKGP
mod10lec46
22:32
Lecture 44 : Transfer Learning a GoogLeNet
Deep Learning For Visual Computing - IITKGP
Lecture 44 : Transfer Learning a GoogLeNet
24:24
Lecture 42 : Assessing the space and computational complexity of very deep CNNs
Deep Learning For Visual Computing - IITKGP
Lecture 42 : Assessing the space and computational complexity of very deep CNNs
32:33
Lecture 43: Domain Adaptation and Transfer Learning in Deep Neural Networks
Deep Learning For Visual Computing - IITKGP
Lecture 43: Domain Adaptation and Transfer Learning in Deep Neural Networks
24:26
Lecture 45 : Transfer Learning a ResNet
Deep Learning For Visual Computing - IITKGP
Lecture 45 : Transfer Learning a ResNet
23:44
Lecture 41 : Space and Computational Complexity in DNN
Deep Learning For Visual Computing - IITKGP
Lecture 41 : Space and Computational Complexity in DNN
26:38
Lecture 37 : GoogLeNet
Deep Learning For Visual Computing - IITKGP
Lecture 37 : GoogLeNet
19:27
Lecture 40: : DenseNet
Deep Learning For Visual Computing - IITKGP
Lecture 40: : DenseNet
22:32
Lecture 39: ResNet
Deep Learning For Visual Computing - IITKGP
Lecture 39: ResNet
21:01
Lecture 36: GoogLeNet - Going very deep with convolutions
Deep Learning For Visual Computing - IITKGP
Lecture 36: GoogLeNet - Going very deep with convolutions
27:07
Lecture 38: ResNet - Residual Connections within Very Deep Networks and DenseNet - Densely connected
Deep Learning For Visual Computing - IITKGP
Lecture 38: ResNet - Residual Connections within Very Deep Networks and DenseNet - Densely connected
23:20
Lecture 32 : Convolutional Autoencoder for Representation Learning
Deep Learning For Visual Computing - IITKGP
Lecture 32 : Convolutional Autoencoder for Representation Learning
29:09
Lecture 31 : Convolutional Autoencoder and Deep CNN
Deep Learning For Visual Computing - IITKGP
Lecture 31 : Convolutional Autoencoder and Deep CNN
33:39
Lecture 34 : VGGNet
Deep Learning For Visual Computing - IITKGP
Lecture 34 : VGGNet
25:24
Lecture 35 : Revisiting AlexNet and VGGNet for Computational Complexity
Deep Learning For Visual Computing - IITKGP
Lecture 35 : Revisiting AlexNet and VGGNet for Computational Complexity
32:52
Lecture 33 : AlexNet
Deep Learning For Visual Computing - IITKGP
Lecture 33 : AlexNet
21:10
Lecture 23 : Optimization Techniques and Learning Rules
Deep Learning For Visual Computing - IITKGP
Lecture 23 : Optimization Techniques and Learning Rules
34:13
Lecture 30 : Modifying a LeNet for CIFAR
Deep Learning For Visual Computing - IITKGP
Lecture 30 : Modifying a LeNet for CIFAR
20:04
Lecture 29 : Training a LeNet for MNIST Classification
Deep Learning For Visual Computing - IITKGP
Lecture 29 : Training a LeNet for MNIST Classification
22:35
Lecture 28 : LeNet Definition
Deep Learning For Visual Computing - IITKGP
Lecture 28 : LeNet Definition
28:08
Lecture 27 : Simple CNN Model: LeNet
Deep Learning For Visual Computing - IITKGP
Lecture 27 : Simple CNN Model: LeNet
26:33
Lecture 26 : Convolutional Neural Network Building Blocks
Deep Learning For Visual Computing - IITKGP
Lecture 26 : Convolutional Neural Network Building Blocks
35:06
Lecture 25 : SGD and ADAM Learning Rules
Deep Learning For Visual Computing - IITKGP
Lecture 25 : SGD and ADAM Learning Rules
18:30
Lecture 24 : Gradient Descent Learning Rule
Deep Learning For Visual Computing - IITKGP
Lecture 24 : Gradient Descent Learning Rule
28:29
Lecture 22 : Classification cost functions
Deep Learning For Visual Computing - IITKGP
Lecture 22 : Classification cost functions
21:40
Lecture 21 : Cost Function
Deep Learning For Visual Computing - IITKGP
Lecture 21 : Cost Function
25:00
Lec18 Sparse and Denoising Autoencoders
Deep Learning For Visual Computing - IITKGP
Lec18 Sparse and Denoising Autoencoders
25:13
Lec19 Sparse Autoencoders for MNIST classification (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec19 Sparse Autoencoders for MNIST classification (Hands on)
26:03
Lec17 MNIST and Fashion MNIST Classification with Stacked Autoencoders (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec17 MNIST and Fashion MNIST Classification with Stacked Autoencoders (Hands on)
27:59
Lec20 Denoising Autoencoders for MNIST classification (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec20 Denoising Autoencoders for MNIST classification (Hands on)
20:26
Lec16 Stacked Autoencoders
Deep Learning For Visual Computing - IITKGP
Lec16 Stacked Autoencoders
17:49
Lec14 ALL-IDB Classification using auto encoders
Deep Learning For Visual Computing - IITKGP
Lec14 ALL-IDB Classification using auto encoders
24:38
Lecture 11: Autoencoder for Representation Learning and MLP Initialization
Deep Learning For Visual Computing - IITKGP
Lecture 11: Autoencoder for Representation Learning and MLP Initialization
29:07
Lec13 Fashion MNIST classification using auto encoders
Deep Learning For Visual Computing - IITKGP
Lec13 Fashion MNIST classification using auto encoders
28:00
Lec12 MNIST handwritten digits classification using auto encoders (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec12 MNIST handwritten digits classification using auto encoders (Hands on)
25:31
Lec15 Retinal Vessel Detection using auto encoders (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec15 Retinal Vessel Detection using auto encoders (Hands on)
27:25
Lec08 Multilayer Perceptron and Deep Neural Networks (Part 1)
Deep Learning For Visual Computing - IITKGP
Lec08 Multilayer Perceptron and Deep Neural Networks (Part 1)
25:02
Lec07 Introduction to Deep Learning with Neural Networks (Part 2)
Deep Learning For Visual Computing - IITKGP
Lec07 Introduction to Deep Learning with Neural Networks (Part 2)
26:50
Lec06 Introduction to Deep Learning with Neural Networks (Part 1)
Deep Learning For Visual Computing - IITKGP
Lec06 Introduction to Deep Learning with Neural Networks (Part 1)
25:21
Lec10 Classification with Multilayer Perceptron (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec10 Classification with Multilayer Perceptron (Hands on)
18:03
Lec09 Multilayer Perceptron and Deep Neural Networks (Part 2)
Deep Learning For Visual Computing - IITKGP
Lec09 Multilayer Perceptron and Deep Neural Networks (Part 2)
25:57
Lec01 Introduction to Visual Computing
Deep Learning For Visual Computing - IITKGP
Lec01 Introduction to Visual Computing
30:09
Lec05 Classification with Perceptron Model (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec05 Classification with Perceptron Model (Hands on)
29:34
Lec03 Feature Extraction with Python (Hands on)
Deep Learning For Visual Computing - IITKGP
Lec03 Feature Extraction with Python (Hands on)
30:21
Lec02 Feature Extraction for Visual Computing
Deep Learning For Visual Computing - IITKGP
Lec02 Feature Extraction for Visual Computing
27:08
Lec04 Neural Networks for Visual Computing
Deep Learning For Visual Computing - IITKGP
Lec04 Neural Networks for Visual Computing
24:21
Deep Learning for Visual Computing (NPTEL Online Course) - Dr. Debdoot Sheet (IIT Kharagpur)
Deep Learning For Visual Computing - IITKGP
Deep Learning for Visual Computing (NPTEL Online Course) - Dr. Debdoot Sheet (IIT Kharagpur)
4:36