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Final-year project topics built with Matplotlib · saliency visualizations · metric plots — working builds, abstracts and honest quotation pricing.

Demo app interface for the U2-Net background removal project: an original photo beside the same subject cut out as a transparent PNG, with a download button below.
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Real-Time Background Removal using U2-Net

A photo-editing tool built on U2-Net salient-object segmentation (Qin et al.): upload a photo and get the subject cut out as...

Python 3.10 · PyTorch · U2-Net training pipeline ONNX Runtime · optimized CPU inference OpenCV · Pillow · masking · compositing · PNG export
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