You can draw the corresponding bounding box into the image and save it according to the result file (txt format) run by the tracker.

Last update: Dec 06, 2022

Related tags

Deep Learning SOTDrawRect

Overview

SOTDrawRect

The purpose of this repo is to provide evaluation API of Current Single Object Tracking Dataset, including

Install

git clone https://github.com/Giveupfree/SOTDrawRect.git
pip install -r requirements.txt
cd toolkit/utils/
python setup.py build_ext --inplace

Update toolkit(optional)

The contents of the entire toolkit folder can be replaced directly from pysot-toolkit

Download Dataset

Download json files used in our toolkit baidu pan or Google Drive

Put CVRP13.json, OTB100.json, OTB50.json in OTB100 dataset directory (you need to copy Jogging to Jogging-1 and Jogging-2, and copy Skating2 to Skating2-1 and Skating2-2 or using softlink)

The directory should have the below format

| -- OTB100/

| -- Basketball

| ......

| -- Woman

| -- OTB100.json

| -- OTB50.json

| -- CVPR13.json
Put all other jsons in the dataset directory like in step 1

Usage

Draw rectangular boxes

cd /path/to/SOTDrawRect
python draw_rect.py \                     
	--dataset_dir /path/to/dataset/root \		# dataset path
	--dataset VOT2018 \				# dataset name(VOT2018, VOT2016, OTB100, GOT10k)
	--tracker_result_dir /path/to/tracker/dir \	# tracker dir
    	--format pdf \                              # save fomat (pdf,png,jpg)
	--trackers ours ECO UPDT SiamRPNpp \ 			# tracker names 
    	--save_dir \                                  # save dir

Draw a bounding box for a video sequence

cd /path/to/SOTDrawRect
python draw_rect.py \    
    	-- video videoname \                 
	--dataset_dir /path/to/dataset/root \		# dataset path
	--dataset VOT2018 \				# dataset name(VOT2018, VOT2016, OTB100, GOT10k)
	--tracker_result_dir /path/to/tracker/dir \	# tracker dir
    	--format pdf \                              # save fomat (pdf,png,jpg)
	--trackers ours ECO UPDT SiamRPNpp \ 			# tracker names 
    	--save_dir \                                  # save dir

You can draw the corresponding bounding box into the image and save it according to the result file (txt format) run by the tracker.

Related tags

Overview

SOTDrawRect

Install

Update toolkit(optional)

Download Dataset

Usage

Draw rectangular boxes

Draw a bounding box for a video sequence

Owner

Huiyiqianli

Deep Dual Consecutive Network for Human Pose Estimation (CVPR2021)

Image-to-Image Translation in PyTorch

天勤量化开发包, 期货量化, 实时行情/历史数据/实盘交易

Patches desktop steam to look like the new steamdeck ui.

Large scale and asynchronous Hyperparameter Optimization at your fingertip.

DGCNN - Dynamic Graph CNN for Learning on Point Clouds

PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning

Constraint-based geometry sketcher for blender

TLDR; Train custom adaptive filter optimizers without hand tuning or extra labels.

METS/ALTO OCR enhancing tool by the National Library of Luxembourg (BnL)

HandFoldingNet ✌️ : A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton

Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)

Machine Learning toolbox for Humans

Advanced yabai wooting scripts

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond

Cereal box identification in store shelves using computer vision and a single train image per model.

[ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets"

Doosan robotic arm, simulation, control, visualization in Gazebo and ROS2 for Reinforcement Learning.

Pytorch implementation of "Neural Wireframe Renderer: Learning Wireframe to Image Translations"