Video Synopsis Tool

A comprehensive video synopsis generation tool that supports multiple tracking methods including bounding boxes and masks.

🚀 Installation

Environment Setup

pip install -r requirements.txt

CenterMask2 Installation

Choose one of the following methods:

Method 1: Git Clone

git clone https://github.com/youngwanLEE/centermask2.git

Method 2: Download from Google Drive (Recommended)

Download centermask2.zip from Google Drive

💻 Usage

Bounding Box Synopsis

Generate video synopsis using bounding box annotations:

python synopsis_box.py --anno annotation_Tung_mydinh3.txt --video_path mydinh3.mp4

Mask-based Synopsis

Generate video synopsis using mask annotations:

python synopsis_anno_mask.py --anno ./centermask2/mydinh3.npy --video_path mydinh3.mp4

Vehicle Lane Alignment

Create synopsis with vehicles aligned to the same lane:

python synopsis_shift.py --anno annotation_Tung_mydinh3.txt --video_path mydinh3.mp4

Additional Options

For more configuration options, refer to solo_daxua.py

📁 Demo Data

Available Videos

• vcc6.mp4 with annotation file annotation_vcc6.txt
• mydinh3.mp4 with annotation file annotation_Tung_mydinh3.txt

Annotation Methods

• Bounding Box Annotations: Generated using YOLOv4 + DeepSORT
• Mask Annotations: Generated using CenterMaskv2 + DeepSORT