REU Program 2019 Week 5 Alex Ruiz Jyoti Kini

Weak-supervision based Multi-Object Tracking Key-point Matching Tracklet Association

Last Week’s Outline MOT16: A Benchmark for Multi-Object Tracking MOT17Det Dataset Walkthrough Results

This Week’s Outline Fine-tuning Model Tracing a complete trajectory of an object Upcoming Schedule

Fine-tuning Model Using the Pf-Pascal and MOT17 Datasets: Part I: 5 Epochs/400 Image Size/16 Batch Size Part II: 20 Epochs/400 Image Size/16 Batch Size Only Using MOT17 Dataset (Upscaled Version Model): Part I: 5 Epochs/640 Image Size/4 Batch Size Part II: 5 Epochs/720 Image Size/4 Batch Size

Fine-tuning Model Using the Pf-Pascal and MOT17 Datasets: Part I: 5 Epochs/400 Image Size/16 Batch Size

Pf-Pascal (5 Epochs/400 Image Size/16 Batch Size)

Mot17 (5 Epochs/400 Image Size/16 Batch Size)

Fine-tuning Model Using the Pf-Pascal and MOT17 Datasets: Part II: 20 Epochs/400 Image Size/16 Batch Size

Pf-Pascal (20 Epochs/400 Image Size/16 Batch Size)

Mot17 (20 Epochs/400 Image Size/16 Batch Size)

Fine-tuning Model Only Using MOT17 Dataset (Currently Training): Part I: 5 Epochs/640 Image Size/4 Batch Size Part II: 5 Epochs/720 Image Size/4 Batch Size

Tracing a complete trajectory of an object

Upcoming Schedule Mot qualitative and quantitative results for all videos Mot qualitative and quantitative results for all videos (Upscale Model) Research Paper: GMMCP Tracker

Thank You!