My LinkedIn profile: https://www.linkedin.com/in/chinmaya-kaundanya-305b51150/
Days | Topic | Post Link |
---|---|---|
1 | Pixel- a building block | https://bit.ly/3FWE2Xw |
2 | Image Representation | https://bit.ly/32SCGi5 |
3 | Image Preprocessing | https://bit.ly/3qRn7iz |
4 | How machines learn images | https://bit.ly/3JLjB2e |
5 | Challenges in Image Classification | https://bit.ly/31x8fgM |
6 | Supervised Learning of images | https://bit.ly/3n3eW1w |
7 | Unsupervised and Semi-supervised Learning of images | https://bit.ly/3rdcIxT |
8 | Why ML based Image Classification approach | https://bit.ly/3qm2dJI |
9 | The 'deep' in Deep Learning | https://bit.ly/3njje5n |
10 | Constructing a Deep Learning model | https://bit.ly/31Tu8ao |
11 | Traditional vs Deep Learning Approach | https://bit.ly/3qhMETe |
12 | Learning Mechanism in ANN | https://bit.ly/3AYdqUx |
13 | What makes Deep Learning different | https://bit.ly/3oawGZD |
14 | Datasets for Image Classification (Part 1) | https://bit.ly/34l0yLA |
15 | Datasets for Image Classification (Part 2) | https://bit.ly/3Gdv5sb |
16 | ImageNet and ILSVRC | https://bit.ly/3Hh9a4u |
17 | 'Hello World' of Image Classification (Part 1) | https://bit.ly/3KZfTlS |
18 | 'Hello World' of Image Classification (Part 2) | https://bit.ly/3AHQMzo |
19 | 'Hello World' of Image Classification (Part 3) | https://bit.ly/3KUAUhM |
20 | Is DL always necessary for Image Classification? | https://bit.ly/33Wu22U |
21 | Hyperparameters of KNN for Image Classification | https://bit.ly/3HeIRfB |
22 | Thoughts on KNN for Image Classification | https://bit.ly/3IPmeyt |
23 | Data as Tensors (Part 1) | https://bit.ly/3ISrwJs |
24 | Data as Tensors (Part 2) | https://bit.ly/32MCCk4 |
25 | Representation of real-world data as Tensors (Images) | https://bit.ly/3HiqzK8 |
26 | Representation of real-world data as Tensors (Videos) | https://bit.ly/34fo64F |
27 | Tensor operations (Element-wise) | https://bit.ly/3rcACL8 |
28 | Tensor operations (Broadcasting) | https://bit.ly/3KSA6dc |
29 | Tensor operations (Reshaping) | https://bit.ly/3u8Y6mx |
30 | Tensor operations (Tensor product) | https://bit.ly/3KWlsSg |
Thank you for reading ๐ let me know your thoughts or suggestions! ๐