Awesome-Pytorch-Tutorials
Awesome Pytorch Tutorials - Previous Repository - Pytorch-Learning
| Sr No | Topic | GitHub |
|---|---|---|
| 1. | Pytorch Basics |  |
| 2. | PyTorch Basic Autograd | |
| 3. | Pytorch Basic Neural Network | |
| 4. | PyTorch Image Classification using NN | |
| 5. | PyTorch FashionMNIST Image classification using CNN | |
| 6. | PyTorch Transfer Learning using Resnet18 | |
| 7. | Pytorch Transfer Learning using VGG16 | |
| 8. | Pytorch AutoEncoder with NN Image Reconstruction | |
| 9. | Pytorch AutoEncoder with Conv2d Image Reconstruction | |
| 10. | Pytorch AutoEncoder with NN Image Denoising | |
| 11. | Pytorch CustomDataset Class Creation | |
| 12. | Pytorch Denoising Text Image Documents using Autoencoder | |
| 13. | Pytorch Adding Noise to Image Data for Deep learning Data Augmentation | |
| 14. | Pytorch Deep learning Model Tracking using Tensorboard | |
| 15. | Pytorch Deep Neural Network Training with Noisy Data | |
| 16. | Pytorch Albumentation for Augmentation | |
| 17. | Pytorch Transfer learning with Caltech101 with Resnet34 | |
| 18. | Pytorch Class Accuracy on Imbalance Dataset with Caltech256 | |
| 19. | Pytorch Sparse Autoencoder using L1 Regularization | |
| 20. | Pytorch Sparse Autoencoders using KL Divergence | |
| 21. | Pytorch Visualizing Filters and Feature Maps in CNN | |
| 22. | Pytorch Efficient Image Data Loader | |
| 23. | Pytorch Image Dataset Expansion using Image Augmentation | |
| 24. | Pytorch American Sign Language detection | |
| 25. | Pytorch Image Deblurring using CNN | |
| 26. | Pytorch Action Recognition in Video | |
| 27. | Pytorch Image Super Resolution | |
| 28. | Pytorch Optimization Method - Adam Optimizer | |
| 29. | Pytorch Face Image Generation using Convolution Variational Autoencoder | |
| 30. | Pytorch Effective Model Saving and Resuming Training | |
| 31. | Pytorch Generative MNIST Digit using Vanilla GAN | |
| 32. | Pytorch Deep Convolutions GAN | |
| 33. | Pytorch Automatic Mixed Precision Training | |
| 34. | Pytorch Faster RCNN Object Detection | |
| 35. | Pytorch Spatial Transformer Network | |
| 36. | Pytorch Reduce Image Distortion using Spatial Transformer | |
| 37. | Pytorch Semantic Segmentation - FCNResNet | |
| 38. | Pytorch Road Pothole Detection with FasterRCNN ResNet50 | |
| 39. | Pytorch Human Action Recognition from video | |
| 40. | Pytorch Facial Key point Detection | |
| 41. | Pytorch Advance Key point Detection | |
| 42. | Pytorch Automatic Face and Facial Landmark Detection with Facenet | |
| 43. | Pytorch Human Pose Detection using Keypoint RCNN | |
| 44. | Pytorch Instance Segmentation with Mask R-CNN | |
| 45. | Pytorch Object Detection using RetinaNet | |
| 46. | Pytorch Real-Time Pose Estimation using AlphaPose | |
| 47. | Pytorch Convolutional Variational Autoencoder on MNIST Dataset | |
| 48. | Pytorch Generating Fictional Celebrity Faces using Convolutional Variational Autoencoder | |
| 49. | Pytorch Multi-Label Image Classification | |
| 50. | Pytorch Object Detection and SSD300 with VGG16 Backbone |
Thanks for reading...!!!