| Sl.No | Chapter Name | MP4 Download |
|---|---|---|
| 1 | Course introduction - 1 | Download |
| 2 | Course introduction - 2 | Download |
| 3 | Introduction to Deep Learning - 1 | Download |
| 4 | Introduction to Deep Learning - 2 | Download |
| 5 | Introduction to Deep Learning - 3 | Download |
| 6 | Introduction to Neuron - 1 | Download |
| 7 | Introduction to Neuron - 2 | Download |
| 8 | Introduction to Neuron - 3 | Download |
| 9 | Multilayer Perceptron | Download |
| 10 | Regression and classification losses | Download |
| 11 | Training a neural network | Download |
| 12 | Gradient descent | Download |
| 13 | Activation function | Download |
| 14 | Backpropagation in MLP - 1 | Download |
| 15 | Backpropagation in MLP - 2 | Download |
| 16 | Optimization and Regularization - 1 | Download |
| 17 | Optimization and Regularization - 2 | Download |
| 18 | Regularization | Download |
| 19 | Dropout | Download |
| 20 | Pre-processing | Download |
| 21 | Convolutional Neural Networks - 1 | Download |
| 22 | Convolutional Neural Networks - 2 | Download |
| 23 | Convolutional Neural Networks - 3 | Download |
| 24 | Low-level vision - 1 | Download |
| 25 | Low-level vision - 2 | Download |
| 26 | Low-level vision - 3 | Download |
| 27 | Spatial Domain Filtering | Download |
| 28 | Frequency Domain Filtering | Download |
| 29 | Edge Detection - 1 | Download |
| 30 | Edge Detection - 2 | Download |
| 31 | DeepNets for Edge Detection | Download |
| 32 | Line detection | Download |
| 33 | Feature detectors | Download |
| 34 | Harris Corner Detector - 1 | Download |
| 35 | Harris Corner Detector - 2 | Download |
| 36 | Harris Corner Detector - 3 | Download |
| 37 | Blob detection - 1 | Download |
| 38 | Blob detection - 2 | Download |
| 39 | Blob detection - 3 | Download |
| 40 | SIFT - 1 | Download |
| 41 | SIFT - 2 | Download |
| 42 | Feature descriptors - 1 | Download |
| 43 | Feature descriptors - 2 | Download |
| 44 | SURF - 1 | Download |
| 45 | SURF - 2 | Download |
| 46 | Single-View Geometry - 1 | Download |
| 47 | Single-View Geometry - 2 | Download |
| 48 | 2D Geometric transformations - 1 | Download |
| 49 | 2D Geometric transformations - 2 | Download |
| 50 | Camera intrinsics and extrinsics - 1 | Download |
| 51 | Camera intrinsics and extrinsics - 2 | Download |
| 52 | Two-view stereo - 1 | Download |
| 53 | Two-view stereo - 2 | Download |
| 54 | Two-view stereo - 3 | Download |
| 55 | Algebraic representation of epipolar geometry - 1 | Download |
| 56 | Algebraic representation of epipolar geometry - 2 | Download |
| 57 | Fundamental matrix computation - 1 | Download |
| 58 | Fundamental matrix computation - 2 | Download |
| 59 | Structure from Motion - 1 | Download |
| 60 | Structure from Motion - 2 | Download |
| 61 | Structure from Motion - 3 | Download |
| 62 | Batch processing in SFM | Download |
| 63 | Multi-view SFM | Download |
| 64 | Factorization methods in SFM | Download |
| 65 | Bundle adjustment | Download |
| 66 | Dense 3D reconstruction | Download |
| 67 | Some results in Stereo and SFM | Download |
| 68 | Deepnets for stereo and SFM - 1 | Download |
| 69 | Deepnets for stereo and SFM - 2 | Download |
| 70 | Mid-level vision - 1 | Download |
| 71 | Mid-level vision - 2 | Download |
| 72 | Lucas-Kanade method for OF | Download |
| 73 | Handling large motion in optical flow | Download |
| 74 | Image segmentation | Download |
| 75 | GMM for clustering | Download |
| 76 | Deepnets for Segmentation and OF -1 | Download |
| 77 | Deepnets for Segmentation and OF -2 | Download |
| 78 | Deepnets for Segmentation and OF -3 | Download |
| 79 | Deepnets for Object Detection - 1 | Download |
| 80 | Deepnets for Object Detection - 2 | Download |
| 81 | Vision and Language | Download |
| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | Course introduction - 1 | PDF unavailable |
| 2 | Course introduction - 2 | PDF unavailable |
| 3 | Introduction to Deep Learning - 1 | PDF unavailable |
| 4 | Introduction to Deep Learning - 2 | PDF unavailable |
| 5 | Introduction to Deep Learning - 3 | PDF unavailable |
| 6 | Introduction to Neuron - 1 | PDF unavailable |
| 7 | Introduction to Neuron - 2 | PDF unavailable |
| 8 | Introduction to Neuron - 3 | PDF unavailable |
| 9 | Multilayer Perceptron | PDF unavailable |
| 10 | Regression and classification losses | PDF unavailable |
| 11 | Training a neural network | PDF unavailable |
| 12 | Gradient descent | PDF unavailable |
| 13 | Activation function | PDF unavailable |
| 14 | Backpropagation in MLP - 1 | PDF unavailable |
| 15 | Backpropagation in MLP - 2 | PDF unavailable |
| 16 | Optimization and Regularization - 1 | PDF unavailable |
| 17 | Optimization and Regularization - 2 | PDF unavailable |
| 18 | Regularization | PDF unavailable |
| 19 | Dropout | PDF unavailable |
| 20 | Pre-processing | PDF unavailable |
| 21 | Convolutional Neural Networks - 1 | PDF unavailable |
| 22 | Convolutional Neural Networks - 2 | PDF unavailable |
| 23 | Convolutional Neural Networks - 3 | PDF unavailable |
| 24 | Low-level vision - 1 | PDF unavailable |
| 25 | Low-level vision - 2 | PDF unavailable |
| 26 | Low-level vision - 3 | PDF unavailable |
| 27 | Spatial Domain Filtering | PDF unavailable |
| 28 | Frequency Domain Filtering | PDF unavailable |
| 29 | Edge Detection - 1 | PDF unavailable |
| 30 | Edge Detection - 2 | PDF unavailable |
| 31 | DeepNets for Edge Detection | PDF unavailable |
| 32 | Line detection | PDF unavailable |
| 33 | Feature detectors | PDF unavailable |
| 34 | Harris Corner Detector - 1 | PDF unavailable |
| 35 | Harris Corner Detector - 2 | PDF unavailable |
| 36 | Harris Corner Detector - 3 | PDF unavailable |
| 37 | Blob detection - 1 | PDF unavailable |
| 38 | Blob detection - 2 | PDF unavailable |
| 39 | Blob detection - 3 | PDF unavailable |
| 40 | SIFT - 1 | PDF unavailable |
| 41 | SIFT - 2 | PDF unavailable |
| 42 | Feature descriptors - 1 | PDF unavailable |
| 43 | Feature descriptors - 2 | PDF unavailable |
| 44 | SURF - 1 | PDF unavailable |
| 45 | SURF - 2 | PDF unavailable |
| 46 | Single-View Geometry - 1 | PDF unavailable |
| 47 | Single-View Geometry - 2 | PDF unavailable |
| 48 | 2D Geometric transformations - 1 | PDF unavailable |
| 49 | 2D Geometric transformations - 2 | PDF unavailable |
| 50 | Camera intrinsics and extrinsics - 1 | PDF unavailable |
| 51 | Camera intrinsics and extrinsics - 2 | PDF unavailable |
| 52 | Two-view stereo - 1 | PDF unavailable |
| 53 | Two-view stereo - 2 | PDF unavailable |
| 54 | Two-view stereo - 3 | PDF unavailable |
| 55 | Algebraic representation of epipolar geometry - 1 | PDF unavailable |
| 56 | Algebraic representation of epipolar geometry - 2 | PDF unavailable |
| 57 | Fundamental matrix computation - 1 | PDF unavailable |
| 58 | Fundamental matrix computation - 2 | PDF unavailable |
| 59 | Structure from Motion - 1 | PDF unavailable |
| 60 | Structure from Motion - 2 | PDF unavailable |
| 61 | Structure from Motion - 3 | PDF unavailable |
| 62 | Batch processing in SFM | PDF unavailable |
| 63 | Multi-view SFM | PDF unavailable |
| 64 | Factorization methods in SFM | PDF unavailable |
| 65 | Bundle adjustment | PDF unavailable |
| 66 | Dense 3D reconstruction | PDF unavailable |
| 67 | Some results in Stereo and SFM | PDF unavailable |
| 68 | Deepnets for stereo and SFM - 1 | PDF unavailable |
| 69 | Deepnets for stereo and SFM - 2 | PDF unavailable |
| 70 | Mid-level vision - 1 | PDF unavailable |
| 71 | Mid-level vision - 2 | PDF unavailable |
| 72 | Lucas-Kanade method for OF | PDF unavailable |
| 73 | Handling large motion in optical flow | PDF unavailable |
| 74 | Image segmentation | PDF unavailable |
| 75 | GMM for clustering | PDF unavailable |
| 76 | Deepnets for Segmentation and OF -1 | PDF unavailable |
| 77 | Deepnets for Segmentation and OF -2 | PDF unavailable |
| 78 | Deepnets for Segmentation and OF -3 | PDF unavailable |
| 79 | Deepnets for Object Detection - 1 | PDF unavailable |
| 80 | Deepnets for Object Detection - 2 | PDF unavailable |
| 81 | Vision and Language | PDF unavailable |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Not Available |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |