BertMoons
PhD researcher. Designing energy-efficient hardware for embedded Neural Networks.
KU LeuvenLeuven
Pinned Repositories
BinarEye
This is example code on how to train Binary Neural Networks that fit on the BinarEye chip
caffe-faster-rcnn-resnet-fpn
Comparing-CNN-Architectures
A regularly updated comparison of CNN architectures in terms of accuracy, operations and model size
HRNet-Semantic-Segmentation
This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
MobileNet-Caffe
Caffe Implementation of Google's MobileNets (v1 and v2)
MobileNetV2-pytorch
Impementation of MobileNetV2 in pytorch
MobilenetV3-Caffe
From pytorch-mobilenetv3 to caffe
MobileNetV3-pytorch
Implementation of MobileNetV3 in pytorch
QuantizedNeuralNetworks-Keras-Tensorflow
Quantized Neural Networks - networks trained for inference at arbitrary low precision.
QuantizedNeuralNetworks-Lasagne-Theano
BertMoons's Repositories
BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow
Quantized Neural Networks - networks trained for inference at arbitrary low precision.
BertMoons/Comparing-CNN-Architectures
A regularly updated comparison of CNN architectures in terms of accuracy, operations and model size
BertMoons/BinarEye
This is example code on how to train Binary Neural Networks that fit on the BinarEye chip
BertMoons/QuantizedNeuralNetworks-Lasagne-Theano
BertMoons/MobileNet-Caffe
Caffe Implementation of Google's MobileNets (v1 and v2)
BertMoons/caffe-faster-rcnn-resnet-fpn
BertMoons/HRNet-Semantic-Segmentation
This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
BertMoons/MobileNetV2-pytorch
Impementation of MobileNetV2 in pytorch
BertMoons/MobilenetV3-Caffe
From pytorch-mobilenetv3 to caffe
BertMoons/MobileNetV3-pytorch
Implementation of MobileNetV3 in pytorch
BertMoons/mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
BertMoons/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
BertMoons/onnx
Open standard for machine learning interoperability
BertMoons/pytorch-mobilenet-v3
MobileNetV3 in pytorch and ImageNet pretrained models
BertMoons/synopsys-caffe-models
Caffe models for use with Synopsys DesignWare EV6x Processors
BertMoons/vision
Datasets, Transforms and Models specific to Computer Vision