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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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- Computer Vision |
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- Smart City |
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- Machine Learning |
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- Keypoint Detection |
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- Security |
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- Crowd |
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- People tracking |
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size_categories: |
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- n<1K |
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--- |
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# Crowd Dataset - 647 Photos |
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Dataset comprises **647** photos of dense crowds, containing between **1,000 to 13,000 people** per image. Each image includes detailed **keypoint annotations** for every individual, enabling advanced **data analysis** and **deep learning** applications in **crowd density estimation**, **object detection**, and **counting algorithms**. - **[Get the data](https://unidata.pro/datasets/people-detection-image/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset)** |
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## Dataset characteristics: |
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| Characteristic | Data | |
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|------------------------------|----------------------------------------------------------------------| |
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| Description | Crowd photos with labeling for determining crowd density and movement, and counting the number of people | |
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| Data types | Image | |
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| Tasks | Crowd control, object detection, and computer vision | |
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| Total number of photos | 647 | |
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| Type of crowd density | 0-1000, 1000-2000, 2000-3000, 3000-4000, 4000-5000 | |
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| Labeling | Metadata (type of crowd density) and key points labeling | |
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### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/people-detection-image/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset) to discuss purchase terms. |
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## Dataset structure |
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- images - original images |
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- labels - images wirth keypoint annotations |
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- crowds_counting - 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/people-detection-image/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset) |
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## Similar Datasets: |
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1. [Real-Time Traffic Video Dataset](https://unidata.pro/datasets/real-time-traffic-and-environmental-video-dataset/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset) |
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2. [Cars Object Tracking Dataset](https://unidata.pro/datasets/cars-object-tracking/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset) |
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3. [Grocery Shelves Dataset](https://unidata.pro/datasets/grocery-shelves/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset) |
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## 🌐 [UniData](https://unidata.pro/datasets/people-detection-image/?utm_source=huggingface-sc&utm_medium=referral&utm_campaign=Crowd-Countin-Dataset) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success. |
