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image-augmentation

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danny-701 / LSTM-Time-Series-Forecasting

Star 1

📊 Forecast time-series data using LSTM models in PyTorch; generate, train, and visualize predictions with key metrics for accurate insights.

machine-learning tutorial computer-vision tensorflow recurrent-neural-networks neural-networks yolo face-detection object-detection transfer-learning shrinkage-estimator image-augmentation anomaly-detection time-series-forecasting coronavirus time-series-anomaly-detection wavelet-denoising xlstm
  • Updated Nov 11, 2025
  • Python

maxlleven / ETT_Carina_Segmentation

Star 0

🫁 Automate ETT and Carina segmentation on chest radiographs for faster, accurate assessments, improving patient care and treatment efficiency.

visualization python image localization pytorch carina transfer-learning image-segmentation image-augmentation image-preprocessing ett chest-radiographs unet-image-segmentation image-transformation chest-radiography unetplusplus ett-localization carina-localization
  • Updated Nov 11, 2025
  • Python

rasoulameri / ETT_Carina_Segmentation

Star 1

Implements a UNet-based medical image segmentation framework for precise detection of the carina and endotracheal tube tip, supporting automated clinical evaluation of airway placement.

visualization python image localization pytorch carina transfer-learning image-segmentation unet image-augmentation augmentation image-preprocessing ett chest-radiographs unet-image-segmentation image-transformation chest-radiography unetplusplus ett-localization carina-localization
  • Updated Oct 8, 2025
  • Python

PrasannaPulakurthi / SPM

Star 3

Shuffle PatchMix (SPM) for Source-Free Domain Adaptation (ICIP 2025); patch-shuffle augmentation + confidence-margin pseudo-labels. New SOTA on PACS (+7.3%), strong results on DomainNet-126 and VisDA-C.

python machine-learning computer-vision deep-learning image-processing pytorch classification self-training image-classification data-augmentation image-augmentation domain-adaptation pseudo-labeling contrastive-learning source-free-domain-adaptation icip-2025
  • Updated Oct 6, 2025
  • Python

uqasha524 / Rock-Paper-Scissors-Image-classifications-using-CNN

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A deep learning-based image classification project that recognizes hand gestures for Rock, Paper, and Scissors using CNNs. Includes comparison with traditional ML models like SVM, k-NN, and Random Forest.

machine-learning computer-vision deep-learning tensorflow keras cnn convolutional-neural-networks image-augmentation hand-gesture-recognition cnn-classification stone-paper-scissors
  • Updated Aug 13, 2025
  • Jupyter Notebook

eskutcheon / mcapst

Star 0

A Python module implementing "CAP-VSTNet: Content Affinity Preserved Versatile Style Transfer" that allows for modular implementation of style transfer as an image augmentation in deep learning pipelines, with a fully Pytorch-based framework for image and video training and inference.

graph-algorithms cuda cnn pytorch style-transfer optical-flow semantic-segmentation image-augmentation matting image-style-transfer video-style-transfer mask-guided
  • Updated Jul 31, 2025
  • Python

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