PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
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Updated
May 13, 2024 - Python
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]
Neural network visualization toolkit for tf.keras
CVPR2020, Multi-scale Interactive Network for Salient Object Detection
Sanity checks for comparing gradient attribution maps
reference implementation of Real-time Salient Object Detection based on Division of Gaussians [Katramados/Breckon, 2011]
Deep convolutional network for saliency prediction, implemented by PyTorch
Web application for 3D Visualization of Alzheimer's disease Signatures
Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)
Saliency Detection library (models, loss, utils) with PyTorch
Collection of NLP model explanations and accompanying analysis tools
Code for the paper "Facial Emotion Recognition: State of the Art Performance on FER2013"
This project uses Deep Learning to extract Salient text from an image using State-of-the-Art Vision Transformer Architecture.
Visual Search Model: A Bayesian model for visual search on natural scenes.
Official [WACV] Code Repository for "Saliency Guided Experience Packing for Replay in Continual Learning"
The official PyTorch implementation of IEEE Transactions on Image Processing 2021 paper "Rethinking the U-shape Structure for Salient Object Detection"
PVCFA: Principal Variation Context Feature Attribution - Distributed Chess for Perturbation-based Saliency Maps
Codes for the AAAI 2021 paper "Locate Globally, Segment locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection"
Explainability and Robustness in Metric Space
Programming assignments to demonstrate the Applications of Data Science. These were completed as part of the Plaksha Tech Leaders Fellowship program.
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