Plastic Object Detection Dataset

Train Your Model to Spot Household Plastics

About Dataset This dataset contains images of various plastic objects commonly found in everyday life. Each image is annotated with bounding boxes around the plastic items, allowing for object detection tasks in computer vision applications. With a diverse range of items such as milk packets, ketchup pouches, pens, plastic bottles, polythene bags, shampoo bottles and pouches, chips packets, cleaning spray bottles, handwash bottles, and more, this dataset offers rich training material for developing object detection models.

This dataset is collected by DataCluster Labs, India. To download the full dataset or to submit a request for your new data collection needs, please drop a mail to: sales@datacluster.ai

The dataset is an extremely challenging set of over 4000+ original Plastic object images captured and crowdsourced from over 1000+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at Datacluster Labs.

Dataset Features

1. Dataset size: 4000+
2. Captured by: Over 1000+ crowdsource contributors
3. Resolution: 99.9% images HD and above (1920x1080 and above)
4. Location: Captured across 500+ cities
5. Diversity: Various lighting conditions like day, night, varied distances, different material view points etc.
6. Device used: Captured using mobile phones in 2020-2022
7. Usage: Plastic object detection, Recycling and waste management, Garbage segregation, Trash segregation, etc.

Available Annotation formats COCO, YOLO, PASCAL-VOC, Tf-Record

**The images in this dataset are exclusively owned by Data Cluster Labs and were not downloaded from the internet. To access a larger portion of the training dataset for research and commercial purposes, a license can be purchased. Contact us at sales@datacluster.ai Visit www.datacluster.ai to know more. **

                        @misc{
                            plastic-object-detection-dataset_dataset,
                            title = { Plastic Object Detection Dataset Dataset },
                            type = { Open Source Dataset },
                            author = { DataCluster Labs },
                            howpublished = { \url{ https://universe.roboflow.com/datacluster-labs-agryi/plastic-object-detection-dataset } },
                            url = { https://universe.roboflow.com/datacluster-labs-agryi/plastic-object-detection-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { mar },
                            note = { visited on 2024-11-24 },
                            }