vision datasets stats for common vision tasks and datasets.

[BMVC 2022] SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features

Accepted for CVPR 2019 Tracking Challenge, workshop "4th BMTT MOTChallenge Workshop - How crowded can it get?"

NCAR Climate and Global Dynamics seminar (4/27/21)

During my summer UG research internship, I explored the use of vision transformers (ViTs) for object detection, focusing on mitigating the computational requirements of transformer models. This project successfully achieved multiple objectives and identified crucial features for future advancements in object detection using ViTs.

Project implemented as part of master thesis Semantic segmentation and tracking of human silhouettes on video sequences for heart rate estimation algorithm

History-Aware Transformation of ReID Features for Multiple Object Tracking

detect face using MTCNN and tracking face with KCF/Kalman Filter. The assignment problem solved by Hungarian.

An introduction to AI methods for flying agents (birds, UAVs, etc.)

Code for Learning Data Association for Multi-Object Tracking using Only Coordinates [Pattern Recognition]

This repository contains the code used for ClusterTracker, a multiple object tracking method that is listed as "CTv0" in the MOT20 and HT21 challenges of https://motchallenge.net. ClusterTracker is described in the following paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4102945

Real-time traffic analysis, a small yet tricky pet project

Software for counting objects from drones

People tracking in crowded locations using multiple object Tracking (MOT)

Simple implementation of multiple object tracking using Kalman filter and SSD Object detector

Using DeepSort with YOLOv3 to perform multiple objects tracking

Real time face recognition with multiple object tracking

This is the official code for 'PineSORT: A Simple Online Real-time Tracking Framework for Drone Videos in Agriculture' project.

A solution for NFL Health & Safety -- Helmet Assignment Kaggle, based on helmet mapping and multiple object tracking.