picodet

PP-PicoDet

Input

(Image from https://cocodataset.org/#download)

Output

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 picodet.py

If you want to specify the input image, put the image path after the --input option.
You can use --savepath option to change the name of the output file to save.

$ python3 picodet.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATH

By adding the --video option, you can input the video.
If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.

$ python3 picodet.py --video VIDEO_PATH

By adding the --model_type option, you can specify model type which is selected from "s-416", "m-416", "l-640". (default is s-416)

$ python3 picodet.py --model_type s-416

Reference

• PP-PicoDet

Framework

Pytorch

Model Format

ONNX opset=11

Netron

picodet_s_416_coco.onnx.prototxt
picodet_m_416_coco.onnx.prototxt
picodet_l_640_coco.onnx.prototxt