Intelligent Digital Systems Lab (Imperial College London)
Popular repositories
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performance_modelling
performance_modelling PublicWrapper repository for perf4sight tool that provides an example interface to the tool.
Python 3
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fpgaconvnet-website
fpgaconvnet-website PublicForked from AlexMontgomerie/fpgaconvnet-website
The work done at the Intelligent Digital Systems Lab at Imperial College London aims to address this demand with fpgaConvNet: a toolflow for designing Convolutional Neural Network (CNN) accelerator…
HTML 3
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perf4sight
perf4sight PublicPyTorch tool that predicts the memory footprint and latency of CNN training and inference.
Python 2
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A tool for automated mapping and optimization of 3D-CNNs for HAR onto FPGA devices
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This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model architecture.
- fpgaconvnet-website Public Forked from AlexMontgomerie/fpgaconvnet-website
The work done at the Intelligent Digital Systems Lab at Imperial College London aims to address this demand with fpgaConvNet: a toolflow for designing Convolutional Neural Network (CNN) accelerators for FPGAs with state-of-the-art performance and efficiency.
- autoprune_wrapper Public
- performance_modelling Public
Wrapper repository for perf4sight tool that provides an example interface to the tool.
- perf4sight Public
PyTorch tool that predicts the memory footprint and latency of CNN training and inference.