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--- |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- object-detection |
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- image-classification |
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tags: |
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- Object Detection |
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- Smart city |
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- Detection |
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- Classification |
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- image |
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size_categories: |
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- 1K<n<10K |
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--- |
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# Trash Classification - 5,000+ photos |
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Dataset comprises **5,000+** photos of garbage cans featuring various capacities, types, and waste materials, designed for advancing **garbage classification** and **waste management systems**. By leveraging this dataset, researchers and developers can enhance **classification systems**, **automate garbage collection processes**, and improve strategies for **reducing environmental pollution**. - **[Get the data](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification)** |
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## Dataset characteristics: |
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| Characteristic | Data | |
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|----------------------|----------------------------------------------------------------------| |
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| **Description** | Images of garbage cans with labels for detection and classification | |
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| **Data Types** | Image (JPEG/PNG) | |
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| **Tasks** | Object detection, Capacity classification | |
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| **Total Images** | 5,000+ | |
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| **Capacity Labels** | `full`, `empty`, `scattered` | |
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### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification) to discuss purchase terms. |
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## Dataset structure |
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- images - images of garbage cans |
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- annotations - json file of annotations for each image |
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- outdoor_garbage.csv - metadata for the data |
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### 🧩 Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification) |
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## Similar Datasets: |
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1. [Grocery Shelves Dataset](https://unidata.pro/datasets/grocery-shelves/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification) |
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2. [Water Meters Dataset](https://unidata.pro/datasets/water-meters/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification) |
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3. [Cars Object Tracking Dataset](https://unidata.pro/datasets/cars-object-tracking/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification) |
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## 🌐 [UniData](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=garbage-classification) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success. |
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