Ayush Thakur
Ayush Thakur
SwAV-TF
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
3d-photo-inpainting
[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
DataAugmentationTF
Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.
deepimageinpainting
Deep Image Inpainting using UNET like Vanilla Autoencoder and Partial Convolution based Autoencoder.
LossLandscape
Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.
PaintingLight
Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)
debugNNwithWandB
Concepts Explored in/with Pytorch
wandb2kaggle
Automatically upload the model saved as W&B Artifact to Kaggle Dataset.
interpretabilitycnn
Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM
kagglerecipes
Helpful data preprocessing, training, and visualisation code and scripts for a range of Kaggle competitions, supported by Weights & Biases.