timber-log-v1 Object Detection Dataset and Pre-Trained Model by Victor Manuel Opazo Troncoso

Images

2024 images

Explore Dataset

Here are a few use cases for this project:

Forestry Management: Use "timber-log-v1" to analyze aerial or ground-level images of forests, assisting in the assessment of logging activities, monitoring reforestation efforts, and estimating the volume and types of logs available for sustainable harvest.
Log Transportation Monitoring: Deploy the model to monitor the transportation of logs via trucks, trains, or waterways, allowing authorities to ensure that logging companies comply with regulations and prevent illegal logging activities.
Inventory Management in Lumber Industry: Apply "timber-log-v1" at sawmills and lumber yards for automatic inventory tracking and management, identifying the different types and quantities of logs on site to optimize storage and processing.
Timber Market Intelligence: Use the model to analyze images of log markets, providing data on supply, demand, and prices of various log types, assisting traders and stakeholders in making informed decisions in the timber industry.
Timber Theft Detection: Employ "timber-log-v1" in surveillance systems near protected forests or logging sites, identifying suspicious activities and potential theft of valuable timber resources, aiding enforcement agencies in stopping illegal logging.

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{
                            timber-log-v1_dataset,
                            title = { timber-log-v1 Dataset },
                            type = { Open Source Dataset },
                            author = { Victor Manuel Opazo Troncoso },
                            howpublished = { \url{ https://universe.roboflow.com/victor-manuel-opazo-troncoso-cyl8e/timber-log-v1 } },
                            url = { https://universe.roboflow.com/victor-manuel-opazo-troncoso-cyl8e/timber-log-v1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jan },
                            note = { visited on 2024-04-27 },
                            }