EdjeElectronics / TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Apache License 2.0
2.92k stars 1.3k forks source link

What is the input size of the images when I run Object_detection_image.py? #537

Open SpreadKnowledge opened 3 years ago

SpreadKnowledge commented 3 years ago

Hello!

I created a model of Faster R-CNN and applied object detection to my images. How large is the input size to Faster R-CNN when object detection is applied to images?

I set both "min_dimension" and "max_dimension" of "image_resizer {" in the config file to 768. When I perform object detection, is the input size of images to Faster R-CNN automatically resized to this size? The size of the images I prepared is 1920 x 1080 pixels, and I think it has been resized to 768 x 768 pixels. I want to know more about this.

If anyone knows about this, please let me know.

The software installed on my PC is: ・OS : Ubuntu18.04 LTS ・Python : 3.6 ・Tensorflow : 1.15

Thank you!