Aman Agarwal's repositories
MiDAS
An Image Depth estimation project
Sequence-Processing
A deep dive into Recurrent Neural Networks - research overview and applications
AutoEncoders
Learning all about autoencoders
Best-of-CNN
Implementing the top CNN Architectures from scratch
MachineLearningBasics
To Practically implement and study the effect of different optimizers on hyperparamters
Deep-Face-Drawing
Converting sketches to faces
ImageSegmentation
Applying and optimizing the current methods of Image Segmentation
LovingVincent
Automate the process of converting real-life movie frames to paintings using Deep Learning algorithms
tensorflow-1
An Open Source Machine Learning Framework for Everyone
ivy
The Unified Machine Learning Framework
VQA
Creating and modifying current VQA models for limited systems
Blackhole
A blackhole simulation using OpenGL / C++.
mipnerf-pytorch
A re-implementation of mip-NeRF in PyTorch
Torch_Basics
Trying to gain fluency with Torch
NeRF-Simple
Simple PyTorch implementation of NeRF (Neural Radiance Fields).
18CSC304J-CD
All the weekly lab work of the subject 18CSC304J Compiler Design.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Rescue-shark
Shark Hacks 3
Tensorflow
Trying out concepts I learnt.
3D-R2N2
Single/multi view image(s) to voxel reconstruction using a recurrent neural network
Research
Observing
Evaluation-Task-CRISMIS
Evaluation Tasks for CRISMIS : GSoC'21
handson-ml2
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.
first-contributions
🚀✨ Help beginners to contribute to open source projects