Projects in Awesome Lists by data-pioneer
A curated list of projects in awesome lists by data-pioneer .
https://github.com/data-pioneer/mlops-name-entity-recognition-end-to-end-main
Implementation of MLops pipeline for Named Entity Recognition (NER) using pretrained Huggingface BERT transformer based model, further use CircleCI CI/CD tool for deployment on google cloud platform by using Docker image, Flask front end interface.
artifact-registry bert-fine-tuning circleci deep-neural-networks docker-image flask-application google-cloud huggingface-transformers pythin3
Last synced: 11 Mar 2025
https://github.com/data-pioneer/mlops-industry-safety-detection-using-yolov7
Implementation of Mlops pipeline for Object Detection with customization of YOLOv7 computer vision model. Further using GitHub actions CI/CD tool for monitoring, finally deployment AWS EC2 with Docker image and AWS ECR.
aws aws-ec2 aws-s3 ci-cd computer-vision deep-learning docker-image python3 yolov7
Last synced: 11 Mar 2025
https://github.com/data-pioneer/gen-ai-multilingual-ai-assistant-main
Implementation of multilingual conversational AI assistant using Gemini's large language model (LLM) capabilities. The user interface is built with Streamlit for a user-friendly web application. The assistant can be deployed on Amazon EC2 for scalable and accessible interaction.
aws-ec2 gemini-api large-language-models python3 streamlit
Last synced: 11 Mar 2025
https://github.com/data-pioneer/mlops-industry-safety-detection-using-yolov7-main
Last synced: 11 Mar 2025
https://github.com/data-pioneer/mlops-us-visa-approval-prediction
Implementation of ML-ops pipeline for US Visa approval prediction application, further deployment on AWS Ec2 instance using Docker, CI/CD tool Github actions.
amazon-s3 aws cicid-tools docker-image ec2-instance ecr-registry mongodb python3
Last synced: 11 Mar 2025
https://github.com/data-pioneer/mlops-chest-disease-classification-from-chest-ct-scan-image-
Implementation of MLops pipeline for Chest Disease Classification from Chest CT Scan Images using computer vision Vgg16 pretrained Image classification model. further perform deployment on AWS EC2 using Docker, CI/CD Jenkins tool, using Flask as front end interface.
deep docker-image dvc-pipeline ec2-instance ecr-registry mlflow-tracking pretrained-models python3 s3-bucket vgg16-model
Last synced: 11 Mar 2025
https://github.com/data-pioneer/mlops-tenniscourt-house-detection-using-yolov8
Implementation of Mlops pipeline for Object and orientation Detection with customization of YOLOv8 computer vision model. Further using GitHub actions CI/CD tool for monitoring, finally deployment AWS EC2 with Docker image and AWS ECR.
aws aws-ec2 aws-s3 computer-vision deep-learning docker-image yolov8
Last synced: 06 Apr 2025