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Deep SORT vs SORT with TensorFlow Lite in C++
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[About]
YOLOX-Nano + Tracking with TensorFlow Lite in C++
- SORT (left video)
- Deep SORT (right video)
* still under development
[Code]
- If you have a question, please post an issue on GitHub
[メモ]
- SORT
- 〇: 別の人との取り違えは無い (2回以上トラッキングに失敗したら消すので当然といえば当然)
- ×: オクルージョンなどが発生したらトラッキングは途切れる
- Deep Sort
- 〇: オクルージョンが発生してもトラッキングし続ける
- ×: たまに別の人と取り違える (featureが似ている)
- 見た目が全然別でも類似度が高くなることがある
- ×: 処理時間がオブジェクト数に比例して増加
[Original video]
YOLOX-Nano + Tracking with TensorFlow Lite in C++
- SORT (left video)
- Deep SORT (right video)
* still under development
[Code]
- If you have a question, please post an issue on GitHub
[メモ]
- SORT
- 〇: 別の人との取り違えは無い (2回以上トラッキングに失敗したら消すので当然といえば当然)
- ×: オクルージョンなどが発生したらトラッキングは途切れる
- Deep Sort
- 〇: オクルージョンが発生してもトラッキングし続ける
- ×: たまに別の人と取り違える (featureが似ている)
- 見た目が全然別でも類似度が高くなることがある
- ×: 処理時間がオブジェクト数に比例して増加
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