Fire Detection YOLOv8 with Python (real time & custom data)

How to train yolo model on your custom dataset?

Couple words about state of the art yolov8! Dataset is not mine, but you can find it here:

Notebook (script) source code:

#machinelearning #pythonprogramming #yolov8 #python #pythontutorial #machinelearning #objectdetection #neuralnetworks

[rodrigocorte]

Thanks for the video, very good explanation!!!

[AnimoGameDev]

Thanks For This Tutorial Hope You Do More💚

[tsbcveu]

Thank you sir . done a greate job sir☺

[RcS]

Great video! Thanks for sharing it! Here's a question: could the small Yolo model be used directly on an ESP32Cam to detect a fire and set an alarm (as already covered in the comments below), send a message, etc.?

[LFTY]

My image folders were in different spots than roboflow uses now so I changed the data.yaml file to:
test: ./test/images
train: ./train/images
val: ./valid/images

[karimmerchaoui]

Why do you do the training in google collab and the prediction in your local environment ?

[coolghoul]

Does holding a plastic spoon give a false positive

[aurgon_]

I have changed the path according to my folders in google colab, but this line of code " !yolo task=detect mode=train model=yolov8s.pt epochs=1 imgsz=640 plots=True" is showing the error like this "/bin/bash: line 1: yolo: command not found "
plz tell me how to deal with it

[tabbabiyosr]

give me the url of yolov8 in colab please

[MuhamadNoorIman]

great video! can i used the same coding on jupyter notebook?

[kingclash]

How to download the run file to the device?

[cuongmanh]

How come when downloading best.pt the main.py file is available

[kingclash]

where is best.pt file i can't find it

[rodrigocorte]

Hi bro, thanks for responding so quickly!!
I've tried several times and I can't get an alarm to sound when fire is detected.
I used this code, but it doesn't work.
Do you have any suggestions?

# Function for fire detection and sound alert
def detect_fire_and_alert():
# Initialize the YOLO model
model = YOLO('best.pt')

# Performs continuous fire detection
whileTrue:
# Perform the prediction
results = model.predict(source=0, imgsz=320, conf=0.6, show=True)

# Checks for fire detections
for detection in results.pred:
if 'fire' in detection['names']:
# If fire is detected, plays an alert sound
playsound("alarm_sound.mp3")
break # Breaks the loop when fire is detected


# Function call for fire detection and audible alert
detect_fire_and_alert()

I would be very grateful if you could help me.
I need your help!!

[aurgon_]

showing the error of API KEy
, when i paste the snippet from roboflow, , ,

[rodrigocorte]

Hey !! Is there any way to sound an alarm when a fire is detected? Please respond, I really need your help!!

[bangipin]

I've followed what's in the video but I always fail