AI 기반 화재 탐지 웹 서비스 개발

Yolov5 의 객체 탐지 와 ResNet18+LSTM 모델의 시계열 이미지 특징 추출로 불꽃 또는 연기가 커지는 것을 탐지하여 경보를 울리도록 하는 웹 서비스

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.idea		.idea
FIRE-SMOKE-DATASET		FIRE-SMOKE-DATASET
__pycache__		__pycache__
data		data
model		model
models		models
new data		new data
new data2		new data2
templates		templates
utils		utils
README.md		README.md
best_train-gru.pt		best_train-gru.pt
best_train-lstm.pt		best_train-lstm.pt
best_train.pt		best_train.pt
best_train2.pt		best_train2.pt
best_train3.pt		best_train3.pt
bus.mp4		bus.mp4
common test.mp4		common test.mp4
data.yaml		data.yaml
export.py		export.py
last-gru.pt		last-gru.pt
last-lstm.pt		last-lstm.pt
last.pt		last.pt
log.txt		log.txt
main.py		main.py
model.pt		model.pt
model2.pt		model2.pt
resnetLSTM-aug.pt		resnetLSTM-aug.pt
resnetLSTM-aug2.pt		resnetLSTM-aug2.pt
resnetLSTM.pt		resnetLSTM.pt
stream.py		stream.py
test.py		test.py
trainResnet.py		trainResnet.py
train_seqModel.py		train_seqModel.py
web.py		web.py

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