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anoop

My professional webpage where I updates about my research on Fair Biometric Systems

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

clip

Contrastive Language-Image Pretraining

composer

Train neural networks up to 7x faster

deconvolution

deeplearningexamples

Deep Learning Examples

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

humanintheloop

Human in the Loop

kornia

Open Source Differentiable Computer Vision Library

llama

Inference code for LLaMA models

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

papers-in-100-lines-of-code

Implementation of papers in 100 lines of code.

python

Python tutorials

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-hebbian

A lightweight and flexible framework for Hebbian learning in PyTorch.

pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

rad

RAD: Reinforcement Learning with Augmented Data

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

tutorial

xai

Papers and code of Explainable AI esp. w.r.t. Image classificiation