TRAIN YOLO-V5 ON CUSTOM DATASET || YOLO-V5 - FACE MASK DETECTION
Project: Face mask detection system
HOW TO DEPLOY YOLO-V5: • HOW TO DEPLOY YOLO-V5 !! YOLO-V5 - OB...
Face mask data: https://www.kaggle.com/deepakat002/fa...
Github: https://github.com/deepakat002/yolov5...
Yolo-v5 official : https://github.com/ultralytics/yolov5
A object detection model was created by using yolo-v5 algorithm
Data was collected from kaggle : https://www.kaggle.com/deepakat002/fa...
Data preparation was done according to a particular folder structure
Model training and detection were completed
Tensorboard was used to analyze both model and results
Model weight file downloading was explained
Model retraining from a last checkpoint or from a particular weight file was explain
Recommended books:
1. HANDS ON MACHINE LEARNING WITH SCIKIT LEARN, KERAS & TENSORFLOW: https://amzn.to/3wkAqeG
2. Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools: https://amzn.to/3QX5ivo
Recommended laptops for Machine Learning and Deep Learning:
1. Lenovo Legion 5 AMD Ryzen 5 4600H 15: https://amzn.to/3XSGEOP
2. Acer Nitro 5: https://amzn.to/3kE3oU7
3. Acer Predator Helios 300: https://amzn.to/3XvAkgi
Best budget setup:
1. BenQ GW2480 24-inch (60.5 cm) 1080p monitor: https://amzn.to/3iY6oKO
2. Office Chair: https://amzn.to/3XQEK0Z
3. Table: https://amzn.to/3R2b1QI
4. Mic: https://amzn.to/3Wv4leT
I hope that you like this video. If I have done any mistakes please mention those in comments. Also if you have any doubts, please do comment. I will try my best to resolve them. Stay safe. Happy Learning :)
#objectdetection #yolov5 #coderzero