Avani Gupta's Projects
🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)
3D computer vision workshop at CVIT IIIT H
🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
an implementation of 3D Ken Burns Effect from a Single Image using PyTorch
[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
Single/multi view image(s) to voxel reconstruction using a recurrent neural network
A list of recent papers, libraries and datasets about 3D shape/geometry analysis (by topics, updating).
an tensorflow implemention of 3D-VAE-GAN for single image 3D reconstruction
3D Generative Adversarial Network
An Invitation to 3D Vision: A Tutorial for Everyone
Towards Automatic Concept-based Explanations
Automatic Concept Extraction and TCAV Implemented in Pytorch
NLP assignments
Adversarial Neural Cryptography implementations
An implementation of the ICLR 2017 paper 'Learning to Protect Communications with Adversarial Neural Cryptography' while extending it in trying new models and testing it against more sophisticated networks.
TF-Agents is a library for Reinforcement Learning in TensorFlow
Open source Artificial Intelligence (CNNs & GANs) for COVID-19 detection/early detection.
Built using A3C (Asynchronous Actor Crtitic Agents ) Algorithm.
Object Moment Tracking
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Talk to Alexa through Facebook Messenger
Alphabet recoznition with Logistic Recognition,Neural Network and Deep Learning
Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).
Code for Motion Representations for Articulated Animation paper
A REST API for Yogis
Asynchronous methods for model-based reinforcement learning.