GitHub - bankaboy/Image_Segmentation_Using_Neural_Network_Compression: Project to develop a lightweight image segmentation framework with neural network compression techniques · GitHub

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Image_Segmentation_Using_Neural_Network_Compression

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Project to develop a lightweight image segmentation framework with neural network compression techniques

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Name		Name	Last commit message	Last commit date
Mask_RCNN		Mask_RCNN
data		data
README.md		README.md
activationFuncs.py		activationFuncs.py
activations.py		activations.py
anchors.yaml		anchors.yaml
bbox.py		bbox.py
classTest_final.py		classTest_final.py
convolutions_final.py		convolutions_final.py
data_preprocess.py		data_preprocess.py
dense_final.py		dense_final.py
gradientFuncs.py		gradientFuncs.py
lossFuncs.py		lossFuncs.py
losses_final.py		losses_final.py
model_summary.py		model_summary.py
models_final.py		models_final.py
nms.py		nms.py
normalizations.py		normalizations.py
optimizers.py		optimizers.py
poolings.py		poolings.py
quantize.py		quantize.py
test.py		test.py

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Image segmentation framework using neural network compression

Still a work in progress

Steps to run:

Download mask_rcnn_coco.h5 mask_rcnn_balloon.h5 or from Get Mask R-CNN weights

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Project to develop a lightweight image segmentation framework with neural network compression techniques

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