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samihasara's Projects

pfnet icon pfnet

Particle Filter Network (PF-net)

pointtrack icon pointtrack

PointTrack (ECCV2020 ORAL): Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

py-motmetrics icon py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

sa-siam icon sa-siam

Deep Learning Based Real-Time Tracking

siamdw icon siamdw

Deeper and Wider Siamese Networks for Real-Time Visual Tracking

sst icon sst

Single Shot Tracker

tracking_wo_bnw icon tracking_wo_bnw

Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"

video_analyst icon video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

visual_debugging icon visual_debugging

Source for the Visual Debugging webinar for PyCharm. Uses the Arcade library to build a 2d Python game, learning techniques for debugging along the way.

yolact icon yolact

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

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