Ayush Thakur's repositories
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.
deepimageinpainting
Deep Image Inpainting using UNET like Vanilla Autoencoder and Partial Convolution based Autoencoder.
PaintingLight
Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)
DataAugmentationTF
Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.
debugNNwithWandB
Concepts Explored in/with Pytorch
Awesome_DL_Links
Collection of awesome DL/Math resources to feel enlightened!
AugMix_TF2
TF2.0 port for Augmix paper
deepgenerativemodeling
Towards Generative Modeling from (variational) Autoencoder to DCGAN
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
myopenCVExperiments
Understanding with depth
Python-scripts-collection
This is a collection of short Python scripts to solve and automate tasks and simplify any work.
show-attend-and-tell
[Python 3] Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"
Thought-Experiments
This repository will contain my thought experiments conducted in the field of Deep Learning.
ALAE
[CVPR2020] Adversarial Latent Autoencoders
faceattributes
Repository for an article for weights and biases
humAIn_FaceLess
Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.
idinvert
ECCV'20 paper `In-Domain GAN Inversion for Real Image Editing` code
Keras-GAN
Keras implementations of Generative Adversarial Networks.
PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
show-attend-and-tell-keras
Keras implementation of the "Show, Attend and Tell" paper
synthetic_datasets
Repository for Synthetic datasets I'm creating
TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
tfugkol.github.io
TensorFlow User Group Kolkata website