ShujaKhalid

polyrnn-pp

Implementation of instance segmentation helper tool similar to Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

bbox_tool

Bounding box tool for Mask-RCNN image segmentation created using React

NaturalLanguageComputing-SentimentAnalysis

Using Spacy and machine learning to perform sentiment analysis on reddit comments

wildNeRF

codebase for wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data

Computer-Vision-AdvancedLaneDetection

Advanced Lane detection using OpenCV libraries

Computer-Vision-VehicleDetection

Vehicle detection using an SVM classifier and computer vision methods

Deep-Learning-BehaviourCloning

Keras model for creating a model that can drive a car through a racetrack

deq-jax

Transformers for vision and text tasks using the magic of DEQs

APIRequestQueuer

Back-end code that queues incoming requests and sends them to a proxy server until status is changes to "resolved"

cloud-setup

Run scripts to setup a google cloud virtual instance

deq

[NeurIPS'19] Deep Equilibrium Models

ec2-a1

Scalable Application

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

machine_learning_examples

A collection of machine learning examples and tutorials.

mamba-sandbox

Re-creating a simple implementation of Mamba using JAX and Pytorch.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mdeq

Multiscale Deep Equilibrium Models

micrograd

Inspired by Andrej Karpathy's amazing tutorial on micrograd [https://www.youtube.com/watch?v=VMj-3S1tku0]

MiVOS

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

ml-algorithms

Coding practice for programming all ML algorithms from scratch in JAX/pytorch

models

Models and examples built with TensorFlow

nlp-jax

nlp-torch

refinerf

Code for RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parameters

shujakhalid.github.io

sk-academic

unet-pytorch

py-torch implementation of unet

VariationalAutoEncoders_and_GenerativeAdversarialNetworks_Playground

Coding VAEs and GANs from scratch using tensorflow and Keras

vision_transformer

yolact

A simple, fully convolutional model for real-time instance segmentation.