GAN Tricks: Equalized Learning Rate
Generalised implementation in Pytorch
Posted on January 5, 2021
| 4 minutes
|
Jigsaw Toxic Comment Kaggle
Notes on Team Lingua Franca's solution
Posted on December 6, 2020
| 7 minutes
|
Super-resolving satellite images using ESRGAN
How well does the ESRGAN work on satellite images?
Posted on October 17, 2020
| 13 minutes
|
Tiny Art Exhibition: Style Transfer
The style of a selection of artists is imprinted onto everyday photographs using Nerual Style Transfer.
Posted on June 2, 2020
| 2 minutes
|
Grad-CAM in Deepfake Face Recognition
Where's the CNN looking at?
Posted on April 14, 2020
| 10 minutes
|
gradient,
CAM,
Grad-CAM,
deep-learning,
CNN,
hooks,
efficientnet-b1,
deepfakes,
kaggle,
dfdc,
RetinaFace,
holoviews,
context-manager
Backpass and Pytorch Autograd
How to compute gradients
Posted on April 9, 2020
| 8 minutes
|
New Fastai to be Released
A quick play with its APIs for segmentation with Unet
Posted on November 23, 2019
| 13 minutes
|
A visual guide to the SSD loss function
Bounding boxes, grid boxes, and anchor boxes. What are they really?
Posted on July 24, 2019
| 9 minutes
|