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README.md
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license: openrail
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license: openrail
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metrics:
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- mae
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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This is a pretrained crowd-counting model called CSRNet [https://ieeexplore.ieee.org/document/8578218] on ShanghaiTech Part B dataset.
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## Model Details
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CSRNet uses VGG16 frontend.
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### Model Description
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Read the original paper.
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https://ieeexplore.ieee.org/document/8578218
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- **Model trained and shared by:** Muhammad Asif Khan <asifk@ieee.org>
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- **Model type:** A CNN with VGG frontend.
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- **Language(s) (NLP):** [More Information Needed]
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- **License:** [More Information Needed]
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- **Finetuned from model [optional]:** Trained from scratch
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** https://ieeexplore.ieee.org/document/8578218
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- **Demo [optional]:** [More Information Needed]
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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### Direct Use
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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[More Information Needed]
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### Downstream Use [optional]
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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[More Information Needed]
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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### Training Data
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<!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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https://github.com/desenzhou/ShanghaiTechDataset
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#### Metrics
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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[More Information Needed]
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### Results
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[More Information Needed]
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**BibTeX:**
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[More Information Needed]
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## Model Card Authors
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Muhammad Asif Khan
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## Model Card Contact
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asifk@ieee.org
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