Real time driver fatigue detection-based accident prevention system using spatiotemporal machine learning models using Yolo

Chi SquareX provide services in the domain of Machine Learning, AI, Deep Learning, Computer Vision, Natural Language Processing, Algo Trading. Expertise: Training Machine learning, Deep Learning, Reinforcement Learning Models Frameworks are compatible with Pytorch, Tensorflow, Keras. Training ML models like Bayesian Networks, XGBoost, Random Forest, Decision Tree, KNN Classifier, GBM, GLM, SVM. Training DL models BERT and all its variants, DNN, CNN, LSTM, GRU, Variational Autoencoders using Bayesian Neural Networks. eXplainable AI (XAI) using LIME, SHAP, GRAD-CAM, DeepLIFT, DeepRED, CausalNex. Here are some of our previous works: Hair transplant startups require some image generation for their customers. Masters Thesis in Art Generation using GANs Head Gesture recognition using temporal signal data Hairstyle Classification Heartbeat recognition using Multilingual BERT for Document Ranking Algorithmic Trading on Indian Stock Market Yolov5 for Object Detection Kinetics 700 classification Aircraft Optimization Bio-BERT for Medical Dataset SciBERT for Explanation regeneration I have read your project details and I am confident that I can contribute towards it. Please message me so that we can talk further about your project.

Hi, i have read your requirements for the fatigue detection project in real time while driving, I can use the spatiotemporal machine learning model with the collected dataset to train the ml model and make predictions on video feed. If you are interested i would love to discuss this more in chat. Thanks

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Hi there, I already have a Driver Behaviour and Fatigue Detection Project ready along with the Project Report. The project report is around 20 pages with all the explanations and details of the project. I also have an android applicatiob of the project which uses camera to detect driver behaviour in real time. We can discuss more details in the chat. Looking forward to hear from you soon. Regards

I can develop Real time driver fatigue detection-based accident prevention system using spatiotemporal machine learning models using Yolo I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming. I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.

Hello, my name is Shahawar and I am an artificial intelligence expert with more than 12 years of company work experience, deep experience, and strong abilities in various fields of artificial intelligence such as computer vision, machine learning, deep learning, and Image processing (OpenCV, YOLO). I understand that you are looking for someone to create a dataset and an application for a project for car accidents prevention that includes fatigue detection and prevention. This project feels like a good fit for me because I have the necessary skills and experience to complete it quickly. Specifically, I have extensive experience in implementing advanced machine learning algorithms and neural networks using Python libraries such as TensorFlow, Keras. My deep understanding of data exploration, feature engineering, model selection and data processing make me an ideal candidate for this project. Additionally, I have experience working with big data technologies such as Hadoop, Spark and Apache Kafka which can be used for data processing analysis model training. I would be delighted to discuss this job further if there is any way I can help! Please feel free to contact me if there is anything else you would like me to clarify or answer regarding this project.

Hey there, I already have a Human Emotion Detection Project ready along with the Project Report and the annotated dataset. I've made this project with the help of YOLOv8 and OpenCV. So, i can use all the tired photos from that dataset to make a model for you too. Looking forward to hear from you soon.