Faryalaurooj

aircraft_segmentation

We will perfrom segmentation for aircraft detection by remote sensing on GoogleEarth images

DAHiTra-implementation-

DAHiTra: UNET Architecture with Hierarchical Transformers for Automated Building Damage Assessment Using Satellite Imagery

Detectron2-SAR-ship-detection

IN this repo, we will train detectron2 retinanet model on SAR images of ships and perfrom object detection

Detectron2-Traffic-Signs-detection-

In this repo, we will use detectron2 model, custom train it on a custom dataset and evaluate model parameters in terms of precision recall and F1 score

Hyperspectral_document_analysis

In this repo, we will explore the strength of hyper spectral image analysis for identification of ink mismatch in a document

SyntAR

Synthetic data for Aircraft detection and recognition

synthtic-data-generation

In this repo , we will use SInGAN to harmonize the synthtic data to make it look real

Tracking-with-YOLOv8

In this repo, we will perform object tracking for vulnerable road users like pedestrians bicycle and tricycles

Vulnerable-Road-Users-Detection-Tracking

Vulnerable road users include all live actors which can be hit by moving vehicles on roads. This dataset is labelled for 03 classes namely people , tricycles and bicycles.

yolo_tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Faryalaurooj/Detectron2-SAR-ship-detection

IN this repo, we will train detectron2 retinanet model on SAR images of ships and perfrom object detection

Faryalaurooj/Vulnerable-Road-Users-Detection-Tracking

Vulnerable road users include all live actors which can be hit by moving vehicles on roads. This dataset is labelled for 03 classes namely people , tricycles and bicycles.

Faryalaurooj/Detectron2-Traffic-Signs-detection-

In this repo, we will use detectron2 model, custom train it on a custom dataset and evaluate model parameters in terms of precision recall and F1 score

Faryalaurooj/aircraft_segmentation

We will perfrom segmentation for aircraft detection by remote sensing on GoogleEarth images

Faryalaurooj/DAHiTra-implementation-

DAHiTra: UNET Architecture with Hierarchical Transformers for Automated Building Damage Assessment Using Satellite Imagery

Faryalaurooj/Hyperspectral_document_analysis

In this repo, we will explore the strength of hyper spectral image analysis for identification of ink mismatch in a document

Faryalaurooj/SyntAR

Synthetic data for Aircraft detection and recognition

Faryalaurooj/synthtic-data-generation

In this repo , we will use SInGAN to harmonize the synthtic data to make it look real

Faryalaurooj/Tracking-with-YOLOv8

In this repo, we will perform object tracking for vulnerable road users like pedestrians bicycle and tricycles

Faryalaurooj/yolo_tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Faryalaurooj/Grad-cam

[ICCV 2017] Torch code for Grad-CAM

Faryalaurooj/GRAD_CAM_Aircraft_detection

Faryalaurooj/microdoppler-spectrogram-classification

This repo presents a complete workflow for training and evaluating a convolutional neural network (CNN) model on spectrogram images.

Faryalaurooj/SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Faryalaurooj/Super-Resolution-using-Single-Image-GAN

Faryalaurooj/XGrad-CAM

Axiom-based Grad-CAM implementation in Pytorch

Faryalaurooj/YOLOv10-for-aircraft-detection

we will use YOLOv10 for our custom dataset aircraft detection and classification

Faryalaurooj/YOLOv8_aircraft_specific