Mohit Choithwani's Projects
100 Days of ML Coding
Answers to 120 commonly asked data science interview questions.
3D generation on ImageNet [ICLR 2023]
Implementation of a 3D Face Generative Model
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
Avengers face recognition system
An awesome face technology repository.
How Bayesian Optimization works?
Scripts for batch rendering models using Blender. Tested with models from stanfords shapenet library.
Books Recommendation System
Basic CG exercises
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.
Official PyTorch Implementation of the CVPR23 Paper "DINER: Depth-aware Image-based NEural Radiance fields"
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks
Repository to store sample python programs for python learning
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
This package provides a pythorch implementation of "GAN-Control: Explicitly Controllable GANs", ICCV 2021.
Google Research
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation (CVPR 2022 Oral)
This repository contains a pytorch implementation of "HeadNeRF: A Real-time NeRF-based Parametric Head Model (CVPR 2022)".
Instant neural graphics primitives: lightning fast NeRF and more
Interactive interface for running GrabCut.
Course with a roadmap and notebooks to get into Large Language Models (LLMs).
Machine Learning projects