Crowd Density and Age Analysis -- 2

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I'm looking for an expert to help with a dual-focused project, analyzing crowd density and estimating the gender of individuals.

The primary task involves the use of still images to accurately estimate the density and the number of males and females in the image using an AI model like cnn, mcnn, unet,etc whichever gives the best result . You should be equipped with the right tools and resources to complete analysis with accuracy and precision.

The output should include:

- Creating a Heatmap of crowd distribution

- Classification report, roc curve, accuracy curve and confusion matrix

- Calculating the number of people in each image

- Determining male female count of each image

The output should be shown in a different webpage.

The webpage should have an option to load an image send it to the backend and estimate the crowd density and male female ratio and display the image uploaded with the estimates as output.

(Doesnot require production deployment. Developmental is needed.)

The dataset to be used is ShangaiTech dataset.

Ideal skills and experience involve competencies in interpreting and analyzing images, a keen eye for detail and any prior experience in image-based crowd counting and gender estimation tasks.

Please apply if you possess experience in these fields, and can deliver accurate, comprehensive results. Efficiency and accuracy are of utter importance for the successful completion of this project.

Python Machine Learning (ML) Image Processing Deep Learning Django

ID do Projeto: #37824509

Sobre o projeto

9 propostas Projeto remoto Ativo em há 2 semanas

9 freelancers estão ofertando em média ₹8277 nesse trabalho


Dear Joel J., I am writing to express my interest in your project Crowd Density and Age Analysis. As a Python developer with years of experience in the field, I believe I have the skills and expertise required to deli Mais

₹6995 INR in 3 dias
(85 Comentários)

Hello, I am a researcher and trainer in computer vision, machine and deep learning having PhD in Computer Science with 25+ years of experience. I have worked on several research projects in these domains with few rese Mais

₹26000 INR in 15 dias
(2 Comentários)

I am equipped to handle the dual-focused project of crowd density analysis and gender estimation using AI models. Leveraging techniques like CNN, MCNN, or U-Net, I will accurately estimate crowd density, create a heatm Mais

₹7000 INR in 2 dias
(8 Comentários)

I have done similar project for the client before and let me know if you want to go ahead with me, it will hardly take a day or two to complete this project so feel free to let me know.

₹12000 INR in 7 dias
(2 Comentários)

As an experienced Technical Lead specializing in Full Stack technologies including Python, I am confident that I can effectively analyze your provided images to accurately estimate the ages of individuals. Throughout m Mais

₹7000 INR in 7 dias
(5 Comentários)

Hello, sir. I am so excited to get invitation from you and will do the best for your project. Thanks.

₹7000 INR in 7 dias
(0 Comentários)

Dear Hiring Manager, I am writing to express my interest in the freelance position for analyzing crowd density and estimating the gender of individuals using still images, as outlined in your project description. With Mais

₹5500 INR in 6 dias
(0 Comentários)