Faster R-CNN Inference

Quick Start Examples

Install

Clone repo and install requirements.txt in your environment.

git clone https://github.com/adhiiisetiawan/faster-rcnn-inference.git  # clone
cd faster-rcnn-inference
pip install -r requirements.txt  # install

Inference Using Image

You can inference this repository using your own images, just put your own images in input folder and run this script

python3 detect.py -i input/[image-name] -s [min-image-size] -m [backbone you want to use (mobilenetv3/resnet50)]

Example usage

python3 detect.py -i input/image1.jpg -s 1024 -m resnet50

Inference Using Video

You can inference this repository using your own videos, just put your own videos in input folder and run this script

python3 detect_vid.py -i input/[video-name] -s [min-input-size] -m [backbone you want to use (mobilenetv3/resnet50)]

Example usage

python3 detect_vid.py -i input/video1.mp4 -s 1024 -m mobilenetv3