poli Object Detection Dataset and Pre-Trained Model by Kolilatul Azizah

Images

1538 images

Explore Dataset

Here are a few use cases for this project:

Pet Care Industry: The 'poli' model could be utilized in pet care facilities and veterinary clinics to speed up the process of identifying different breeds of dogs, hence improving efficiency in operations like vaccination programs or breed-specific health care.
Adoption Centers & Shelters: Helping these entities classify and match potential adopters with dogs of a particular breed.
Dog Training: Trainers could use the system to tailor specific training programs according to dog breed's general personality traits and abilities.
Animal Control & Rescue: The model could be used to quickly identify the breed of stray or lost dogs, aiding in their rescue, rehabilitation, and rehoming.
Pet-based E-commerce: Online pet businesses could use this model to recommend specific products or services based on a dog's breed.

Please note, the dataset's relevance to the model performance on identifying dog breeds is questionable if it only contains images of people in an office setting. The model would require a wide range of images covering various dog breeds in various settings to be effective.

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.

Cite This Project

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

@misc{
                            poli-gdxoo_dataset,
                            title = { poli Dataset },
                            type = { Open Source Dataset },
                            author = { Kolilatul Azizah },
                            howpublished = { \url{ https://universe.roboflow.com/kolilatul-azizah/poli-gdxoo } },
                            url = { https://universe.roboflow.com/kolilatul-azizah/poli-gdxoo },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { feb },
                            note = { visited on 2024-05-16 },
                            }