From 54e63a7e432491619a48678bda6f05cc3bd12859 Mon Sep 17 00:00:00 2001 From: Alex Bewley Date: Sun, 17 Jun 2018 21:32:32 +0100 Subject: [PATCH] Updated readme with requirements.txt --- README.md | 24 +++++++++++++----------- 1 file changed, 13 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 74d6c04..7be8d7f 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,6 @@ A simple online and realtime tracking algorithm for 2D multiple object tracking See an example [video here](https://motchallenge.net/movies/ETH-Linthescher-SORT.mp4). By Alex Bewley -[DynamicDetection.com](http://www.dynamicdetection.com) ### Introduction @@ -42,11 +41,14 @@ If you find this repo useful in your research, please consider citing: ### Dependencies: +This code makes use of the following packages: 1. [`scikit-learn`](http://scikit-learn.org/stable/) 0. [`scikit-image`](http://scikit-image.org/download) 0. [`FilterPy`](https://github.com/rlabbe/filterpy) + +To install required dependencies run: ``` -$ pip search filterpy +$ pip install -r requirements.txt ``` @@ -76,15 +78,15 @@ To display the results you need to: Using the [MOT challenge devkit](https://motchallenge.net/devkit/) the method produces the following results (as described in the paper). - Sequence | Rcll Prcn FAR| GT MT PT ML| FP FN IDs FM| MOTA MOTP MOTAL ---------------- |:---------------:|:-------------:|:-------------------:|:------------------: - TUD-Campus | 68.5 94.3 0.21| 8 6 2 0| 15 113 6 9| 62.7 73.7 64.1 - ETH-Sunnyday | 77.5 81.9 0.90| 30 11 16 3| 319 418 22 54| 59.1 74.4 60.3 - ETH-Pedcross2 | 51.9 90.8 0.39|133 17 60 56| 330 3014 77 103| 45.4 74.8 46.6 - ADL-Rundle-8 | 44.3 75.8 1.47| 28 6 16 6| 959 3781 103 211| 28.6 71.1 30.1 - Venice-2 | 42.5 64.8 2.75| 26 7 9 10| 1650 4109 57 106| 18.6 73.4 19.3 - KITTI-17 | 67.1 92.3 0.26| 9 1 8 0| 38 225 9 16| 60.2 72.3 61.3 - *Overall* | 49.5 77.5 1.24|234 48 111 75| 3311 11660 274 499| 34.0 73.3 35.1 + Sequence | Rcll | Prcn | FAR | GT MT PT ML| FP FN IDs FM| MOTA MOTP MOTAL +--------------- |:----:|:----:|:----:|:-------------:|:-------------------:|:------------------: + TUD-Campus | 68.5 | 94.3 | 0.21 | 8 6 2 0| 15 113 6 9| 62.7 73.7 64.1 + ETH-Sunnyday | 77.5 | 81.9 | 0.90 | 30 11 16 3| 319 418 22 54| 59.1 74.4 60.3 + ETH-Pedcross2 | 51.9 | 90.8 | 0.39 | 133 17 60 56| 330 3014 77 103| 45.4 74.8 46.6 + ADL-Rundle-8 | 44.3 | 75.8 | 1.47 | 28 6 16 6| 959 3781 103 211| 28.6 71.1 30.1 + Venice-2 | 42.5 | 64.8 | 2.75 | 26 7 9 10| 1650 4109 57 106| 18.6 73.4 19.3 + KITTI-17 | 67.1 | 92.3 | 0.26 | 9 1 8 0| 38 225 9 16| 60.2 72.3 61.3 + *Overall* | 49.5 | 77.5 | 1.24 | 234 48 111 75| 3311 11660 274 499| 34.0 73.3 35.1 ### Using SORT in your own project