faizan1234567

8-Puzzle-A-Star-Search

This repository contains C++ implementation of A* search algorithm for finding path to goal state for 8 puzzle problem in AI.

Assignments

Course assignments

Brain-Tumors-Segmentation

Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.

Convolutional-Neural-networks-in-TensorFlow

Convolution Neural Networks implementation in TensorFlow

gpt_nano

Implementation of lightweight transformer model for character level text generation

Machine-Learning

Machine learning with MATLAB/Octave, coding machine learning algorithms from scratch

Neural-Networks-in-Numpy

implementation of multi layers perceptron in Numpy from scratch

Recognition-and-gradient-based-localization-of-chest-radiographs

Disease diagnoses in chest radiographs with different neural network architectures, and models activations localization using grad-cam. The whole implementation is in Pytorch.

Saferail-AI

Implementation of image fusion, distance estimation, and object detection algorithms for Saferail in Pakistan.

sentence-classification

Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.

faizan1234567/Brain-Tumors-Segmentation

Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.

faizan1234567/Saferail-AI

Implementation of image fusion, distance estimation, and object detection algorithms for Saferail in Pakistan.

faizan1234567/gpt_nano

Implementation of lightweight transformer model for character level text generation

faizan1234567/NewsQA

News QA generation and fine tuning an LLM for QA generation (under development)

faizan1234567/3D-TransUNet

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

faizan1234567/AgileFormer

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

faizan1234567/Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

faizan1234567/awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

faizan1234567/CKD-TransBTS

Brain tumor segmentation on BraTS21 dataset

faizan1234567/deepstream_python_apps

DeepStream SDK Python bindings and sample applications

faizan1234567/deepstream_tao_apps

Sample apps to demonstrate how to deploy models trained with TAO on DeepStream

faizan1234567/faizan1234567

my profile

faizan1234567/InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

faizan1234567/linkedIn_auto_jobs_applier_with_AI

LinkedIn_AIHawk is a tool that automates the jobs application process on LinkedIn. Utilizing artificial intelligence, it enables users to apply for multiple job offers in an automated and personalized way.

faizan1234567/llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

faizan1234567/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

faizan1234567/LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

faizan1234567/nnUNet

faizan1234567/radar-camera-fusion-depth

Depth Estimation from Camera Image and mmWave Radar Point Cloud

faizan1234567/RAG-Powered-Chatbot-with-LLM

Development of RAG powered LLM chatbot for Question answering related to NUST school of interdisciplinary engineering & sciences (SINES)

faizan1234567/self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

faizan1234567/TarDAL

CVPR 2022 | Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection.

faizan1234567/tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

faizan1234567/Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

faizan1234567/torchchat

Run PyTorch LLMs locally on servers, desktop and mobile

faizan1234567/TransBTS

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

faizan1234567/TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

faizan1234567/VLM_survey

Collection of AWESOME vision-language models for vision tasks

faizan1234567/YOLOv8-TensorRT

YOLOv8 using TensorRT accelerate !

faizan1234567/yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information