Detection_Label_Video

For my lab, auto bounding box labeling program.

Using Detectron 2

Installation

1. Install Anaconda

Aanaconda

2. Install pytorch

Detectron provide torch version only 1.8 to 1.10, must be install right torch version. And also must be install right CUDA

Link

PyTorch doc

3. Install Detectron2

Install Detectron2 must be gpu mode. we provide pycocotools for python in this code, but if it is not available, please install the pycocotools

pycocotools

From source | Anaconda | Windows with Conda

Detectron2

Windows | Linux

4. Set Enviroments

pip

pip install -r requirements.txt

Anaconda

conda install -y pyqt jupyter tqdm opencv

5. Downolad weight

Download and Unzip

├── [Detection_Label_Video](./)
│    ├── [weights](./weights)
│       ├── [metrics.json](./weights/metrics.json)
│       ├── [coco_instances_results.json](./weights/coco_instances_results.json)
│       ├── [model_final.pth](./weights/model_final.pth)
│       ├── [model_0002999.pth](./weights/model_0002999.pth)
│       ├── [instances_predictions.pth](./weights/instances_predictions.pth)
│       ├── [last_checkpoint](./weights/last_checkpoint)
│       ├── [events.out.tfevents.1654235188.cvmilab-server.476813.0](./weights/events.out.tfevents.1654235188.cvmilab-server.476813.0])
│       └── [README.md](./weights/README.md)

Weights Downloads

Run Code

python main.py

How to Use It

Shortcut Key

Shortcut key	Name	Do
Ctrl + Mouse Left Button	Draw	Drawing the box
Alt + F4	Quit	App's Exit
Ctrl + Enter	Done	App's Done
s	Start / Pause	If video pause, run or run, pause.
Ctrl + c	copy	Copy the on Box
Ctrl + v	paste	Paste the on Box