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applied-gans

Implementation of real world application of GANs.

awesome-360-depth-estimation

State-of-the-art papers for depth estimation of 360 images.

awesome-planar-reconstruction

A curated list on piecewise-planar reconstruction

bachelors-thesis

Reports and codes related to Bachelors Thesis.

basic-image-processing

Implementation of basic image processing and classical computer vision algorithms.

bert-for-question-answering

An implementation of BERT from scratch for finetuning on QA tasks.

bkhanal-11

Get to know more about me and my projects.

cgal

The public CGAL repository, see the README below

chatgpt-stable-diffusion

This repository is created to test my knowledge on ChatGPT and Stable Diffusion.

clip-openai

Implementation of CLIP from OpenAI using pretrained Image and Text Encoders.

dataviz_football

Data visualization using Python

db-capstone-project

Meta's Database Engineer Capstone

deep-learning

Implementation of different state-of-the-art deep learning model from scratch.

deeplearning.ai

The notebooks used as a part of several courses taught about LLMs on DeepLearning.ai.

detection-transformer-detr

Implementation of Detection Transformer (DETR) from scratch for object detection.

easy3d

A lightweight, easy-to-use, and efficient C++ library for processing and rendering 3D data

ekbanaml.github.io

Things happening at Machine Learning table.

equirectangular-image-visualizer

gaslfr-kaggle

Attempt at Google's competitiom on Isolated Americal Sign Language Recognition through Fingerspelling hosted on Kaggle.

generative-deep-learning

Road towards diffusion models.

gislr-kaggle

Attempt at Google's competitiom on Isolated Sign Language Recognition hosted on Kaggle.

gpt-2

Implementation of Generative Pre-Training (GPT)-2 model from scratch.

gre-vocab

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

machine-learning

Implementation of different applied machine learning algorithms from scratch with theory and details of implementation.

ml-deployment

My take on deployment of ML model using FastAPI, Docker and Kubernetes.

multiview-3d-reconstruction

Using traditional image processing techniques to construct 3D point cloud of objects. Incremental Structure from Motion (SfM) is used, a popular SfM algorithm for 3D reconstruction for reconstruction. The method is then evaluated using certain 3D reconstruction datasets.

mvs-texturing

Algorithm to texture 3D reconstructions from multi-view stereo images

nasa-latex-docs

Official Documentation:

natural-language-processing

Study and applications of NLP algorithm prior transformers.