Pollutants_Detection_Yolov7_custom

YoloV7 Visible Pollutants Detection

Custom Yolov7 model trained on 10000 road images for detection of visible pollutants.

Best weights for 70 epochs:

To run detection on your own download the weights and run:

!python detect.py --source "{your_image_location}" --weights best70.pt --save-txt --conf=0.36

Examples:

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
Yolov7_Pollutants		Yolov7_Pollutants
cfg		cfg
data		data
deploy/triton-inference-server		deploy/triton-inference-server
labels		labels
models		models
paper		paper
scripts		scripts
submssion		submssion
submssion2		submssion2
tools		tools
utils		utils
.gitignore		.gitignore
README.md		README.md
detect.py		detect.py
export.py		export.py
hubconf.py		hubconf.py
main_page.py		main_page.py
requirements.txt		requirements.txt
resize.ipynb		resize.ipynb
sample_submission.csv		sample_submission.csv
test.csv		test.csv
test.py		test.py
train.csv		train.csv
train.py		train.py
train_aux.py		train_aux.py
yolo_train.ipynb		yolo_train.ipynb
yolov7_custom.ipynb		yolov7_custom.ipynb

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