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!