EE6427 Video Signal Processing
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Jan 14, 2021 - MATLAB
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error-resilience
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TensorFI 2 is a fault injection framework for injecting both hardware and software faults into applications written using the TensorFlow 2 framework.
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Mar 2, 2022 - Python
A criticality-aware H.264 encoder simulation that models how different encoding blocks can be protected with resilience strategies such as retries, ECC, TMR, and checkpointing. This project demonstrates how fault-tolerant design principles can be applied to video compression pipelines.
python h264 fault-tolerance ecc fault-tolerant video-encoding tmr retry-mechanism checkpointing error-resilience error-reduction encoder-simulation criticality-aware
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Oct 1, 2025 - Python
TensorFlow Data Mutator (TF-DM) is a framework for injecting different data faults into ML applications written using the TensorFlow 2 framework.
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Jul 9, 2026 - Python
This project is to study fault injection testing in which we used the TensorFI framework to evaluate PilotNet's faultolerance ability. PilotNet is an Nvidia's End to End Learning on Steering for Self-Driving Car model.
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Jan 4, 2021 - Python
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