Crowd Density and Age Analysis -- 2
₹1500-12500 INR
Betalades vid leverans
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.
Projekt-id: #37824509
About the project
9 frilansare har lagt bud på i genomsnitt ₹8277 för det här jobbet
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 Mer
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 Mer
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.
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 Mer
Hello, sir. I am so excited to get invitation from you and will do the best for your project. Thanks.
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 Mer
