Datasets:
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license: cc-by-nc-nd-4.0
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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.
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