Roboflow Universe Max Geißler Poster Detection

Poster Detection Computer Vision Project

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Overview

The Poster dataset is an object detection dataset of posters in instagram-images. Annotations include examples of just "poster".

Example Image:

Use Cases

This dataset is used to cut raw posters out of an image.

Using this Dataset

Use the fork button to copy this dataset to your own Roboflow account and export it with new preprocessing settings (perhaps resized for your model's desired format or converted to grayscale), or additional augmentations to make your model generalize better. This particular dataset would be very well suited for Roboflow's new advanced Bounding Box Only Augmentations.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            poster-detection_dataset,
                            title = { Poster Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Max Geißler },
                            howpublished = { \url{ https://universe.roboflow.com/max-geisler/poster-detection } },
                            url = { https://universe.roboflow.com/max-geisler/poster-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-04-25 },
                            }