@@ -10,9 +10,28 @@ PFE: Drone Detection & Position Estimation
...
@@ -10,9 +10,28 @@ PFE: Drone Detection & Position Estimation
- Detect the drone swarm in real time.
- Detect the drone swarm in real time.
- Localize each drone (x,y,z).
- Localize each drone (x,y,z).
# Repository Content
```shell
├── data
│ ├── base_weights # Initial Weights
│ ├── colab_weights
│ │ ├── v1 # First Version
│ │ └── v2 # Last Version
│ ├── images # Collected images
│ ├── labels # Image Labels
│ └── videos # Collected videos
├── doc
│ ├── articles
│ └── aruco
├── notebooks # Notebook used in google colab (Using GPU)
├── scripts # Scripts
└── tools
├── Yolo-Annotation-Tool-New- # Annotation tool
└── yolov5 # Yolo v5
```
# Detect Drone
# Detect Drone
This project uses the weights generated by [Detect Drone](https://github.com/tusharsarkar3/Detect_Drone).
This project uses the weights generated by [Detect Drone](https://github.com/tusharsarkar3/Detect_Drone).
This drone detection system uses YOLOv5 which is a family of object detection architectures which was trained on [Drone Dataset](https://www.kaggle.com/dasmehdixtr/drone-dataset-uav).
This drone detection system uses YOLOv5 which is a family of object detection architectures which was trained on [Drone Dataset](https://www.kaggle.com/dasmehdixtr/drone-dataset-uav).
Weights are stored under [./data/base_weights](./data/base_weights])
Weights are stored under [./data/base_weights](./data/base_weights])