Questions tagged [object-detection]

The concept of object detection involves identifying the existence of specific objects within digital images and videos, such as "humans," "buildings," "cars," and more.

Do all images need to be uniform in size when utilizing the tensorflow object detection api?

I need to train a set of images that have already been labeled for object detection. The images have different resolutions, so I am wondering if it is possible to train them using the object detection API. Would specifying the min_dimension as the greate ...

Guide on utilizing a single JSON label file for all YOLO-NAS training images

Looking to implement the YOLO object detection Model? I have successfully annotated my images and have them in coco format. I now have a Json file containing label annotations for the train, test, and valid data sets. When defining the model's confi ...

Tips for handling the object_detection package dependency when sharing a Python package

I've been working on a project that involves utilizing the object-detection module within the TensorFlow Models repository. I am interested in finding out the most efficient method for installing and managing just the object_detection module. Right no ...

Exploring the differences between detecting the XMLHttpRequest object in JavaScript and using the try

When it comes to determining browser support for AJAX, I typically rely on object detection like this: if (window.XMLHttpRequest) { xhr = new XMLHttpRequest(); } else if (window.ActiveXObject) { xhr = new ActiveXObject("Microsoft.XMLHTTP"); } ...

The file data/mscoco_label_map.pbtxt cannot be found

Seeking Assistance! Thank You in Advance for your help. I am currently working on creating an object detector using Python in Google Colab. I'm facing some issues and would greatly appreciate your guidance. Could it be a module version error or perha ...