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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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Dark-themed demo app interface: a video preview showing a walking person with a pose skeleton overlay, a timeline strip of video frames, and activity prediction panels with confidence scores.
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Human Activity Recognition using 3D CNN

This project builds a video-understanding system that labels human activities in short clips. A C3D-style 3D convolutional ne...

Trained weights · shipped .pth checkpoints Python 3.10 · PyTorch · training pipeline C3D-style 3D CNN · spatiotemporal convolutions
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