Last-Vega / FacialExpression Public

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クラウドソーシングを用いた機械学習。AMTで学習データのタグ付けをお願いして、得られた結果のクリーニングをした後、VGG16で学習を行った。

github.com/last-vega/facialexpression/blob/master/20210323_shingowatanabe.pdf

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Name		Name	Last commit message	Last commit date
Latest commit History 63 Commits
data		data
results		results
sample		sample
.gitignore		.gitignore
20210323_ShingoWatanabe.pdf		20210323_ShingoWatanabe.pdf
20210323_ShingoWatanabe.pptx		20210323_ShingoWatanabe.pptx
Batch_4350992_batch_results.csv		Batch_4350992_batch_results.csv
Batch_4369243_batch_results.csv		Batch_4369243_batch_results.csv
README.md		README.md
TestFacialExpression.ipynb		TestFacialExpression.ipynb
TrainFacialExpression.ipynb		TrainFacialExpression.ipynb
accuracy-1.png		accuracy-1.png
accuracy-2.png		accuracy-2.png
amt.csv		amt.csv
calc_dawid.py		calc_dawid.py
calc_rate.py		calc_rate.py
class_for_ds-1.tsv		class_for_ds-1.tsv
class_for_ds.tsv		class_for_ds.tsv
confusion-1.csv		confusion-1.csv
confusion-1.xlsm		confusion-1.xlsm
confusion-2.csv		confusion-2.csv
confusion-2.xlsm		confusion-2.xlsm
confusion-dawid-2.csv		confusion-dawid-2.csv
confusion.sh		confusion.sh
createCSV.py		createCSV.py
createDataset.py		createDataset.py
createTrain.py		createTrain.py
createtestdata.py		createtestdata.py
createvaldata.py		createvaldata.py
data.ipynb		data.ipynb
dawid_matrix.py		dawid_matrix.py
dawid_skene.py		dawid_skene.py
error_for_ds-1.tsv		error_for_ds-1.tsv
error_for_ds.tsv		error_for_ds.tsv
face.py		face.py
for_ds-1.csv		for_ds-1.csv
for_ds-1.tsv		for_ds-1.tsv
for_ds.csv		for_ds.csv
for_ds.tsv		for_ds.tsv
loss-1.png		loss-1.png
loss-2.png		loss-2.png
loss-3.png		loss-3.png
modify.py		modify.py
result.csv		result.csv
result2.csv		result2.csv
resulu_confusion.xlsx		resulu_confusion.xlsx
shuffleCSV.py		shuffleCSV.py
shuffled_amt.csv		shuffled_amt.csv
size.py		size.py
worker-1.png		worker-1.png
worker-2.png		worker-2.png
worker.py		worker.py
worker_confusion.py		worker_confusion.py