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Flask · demo web app · image-upload UI projects

Final-year project topics built with Flask · demo web app · image-upload UI — working builds, abstracts and honest quotation pricing.

Project cover image for the Bird Species Classification using EfficientNet project.
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Bird Species Classification using EfficientNet

This project builds a fine-grained image classifier that identifies 200 bird species from a single photo. An EfficientNet-B0...

Flask · demo web app · image-upload UI Python 3.10 · PyTorch · timm EfficientNet-B0 Torchvision · transforms · DataLoaders
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Project cover image for the Construction Helmet Detection using YOLOv8 project.
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Construction Helmet Detection using YOLOv8

This project builds a YOLOv8-based safety detector that flags construction workers not wearing helmets in site photos and vid...

Python 3.10 · Ultralytics YOLOv8s · transfer learning OpenCV · frame handling · box drawing · video I/O NumPy · Pandas · data utilities
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