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Python 3.10 · PyTorch · training pipeline projects

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Demo app interface for the face age estimation project: a photo preview with the detected face highlighted, the predicted age displayed, and an age-group confidence bar below.
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Face Age Estimation using CNN

This project builds an age-estimation system that predicts a person's age from a face photo. A ResNet-18 CNN, following the D...

Python 3.10 · PyTorch · training pipeline ResNet-18 · torchvision · DEX-style heads UTKFace dataset · 20000+ age-labeled faces
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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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