Background remover
- or -
Post a project like this$10
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- Proposals: 28
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- #4175055
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Experienced WordPress Developer with a Flair for Graphic Design - Crafting visually stunning websites that seamlessly blend functionality and aesthetics.
Sadiqabad
110966391103271911034741110570791106482111077655110864431111501911169742111568881114340811026208
Description
Experience Level: Entry
Estimated project duration: 1 day or less
I require the development of a web-based background removal tool to remove backgrounds from images automatically. The tool should utilize state-of-the-art deep learning techniques like semantic segmentation and instance segmentation to identify and isolate foreground objects from their backgrounds with high accuracy. It is important that the extracted foregrounds are as clean as possible with no visible artifacts or remnants from the original background. The web app should have an easy-to-use interface where users can upload an image, select the foreground objects they want to retain, and remove the background with a single click. Advanced customization options like adjusting eraser size, threshold, etc. would be appreciated but not necessary. Once processed, the background-removed images should be available for instant download in PNG format. Integration with cloud storage for handling large files and version control would be beneficial. Experience with TensorFlow, PyTorch or other deep learning frameworks for computer vision tasks and building full-stack web applications is required to take up this challenging yet interesting project.
Abrar K.
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Last project
27 Apr 2024
India
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