Projects in Awesome Lists tagged with ml-deployment

https://github.com/cceyda/torchserve-dashboard

Management Dashboard for Torchserve

ml-deployment pytorch streamlit torchserve

Last synced: 13 Apr 2025

https://github.com/ksm26/ros-based-3d-detection-tracking

Deployment of 3D-Detection and Tracking pipeline in simulation based on rosbags and real-time.

3d-detection deployment detection-model lidar lidar-point-cloud ml-deployment mmdeploy nuscenes onnx openpcdet pointpillars regnet ros tensorrt tracking tracking-algorithm tracking-by-detection

Last synced: 04 May 2026

https://github.com/jesussantana/deeplearning.ai-introduction-to-machine-learning-in-production

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.

machine-learning ml-deployment ml-engineering ml-lifecycle mlops

Last synced: 29 Oct 2025

https://github.com/mohamedlotfy989/group_activity_recognition_volleyball

An implementation of seminal CVPR 2016 paper: "A Hierarchical Deep Temporal Model for Group Activity Recognition."

classification deep-learning deployment end-to-end group-activity hierarchical-lstm huggingface-spaces lstm machine-learning ml-deployment object-detection player-detection pytorch sports-analytics streamlit temporal-model volleyball-recognition yolov8

Last synced: 15 Mar 2025

https://github.com/schmidtbri/ml-base

Base classes and utilities that are useful for deploying ML models.

ml-deployment mlops

Last synced: 08 May 2025

https://github.com/u5720002/artificial-intelligence

Collection of Artificial Intelligence projects

ai-agents ai-assistant ai-tools artificialintelligence big-data-analytics computer-vision github google-maps-api microsoft-azure ml-deployment ml-engineering ml-scan-barcode newsletter nvidia-ai robotics-programming

Last synced: 08 Jan 2026

https://github.com/blacksujit/ml-deploy-lite

ml-deploy-lite is a Python library designed to simplify the deployment of machine learning models. It allows developers to quickly turn their models into REST APIs or gRPC services with minimal configuration. The library integrates seamlessly with Docker and Kubernetes, providing built-in monitoring and logging for performance and error tracking.

deployement-strategy docker kubernesties-deployement kubernetes-deployment ml-deployment ml-deployment-developers-experiment ml-if-git mlops my-library own-library python-3 python-lambda python-library

Last synced: 01 Mar 2026

https://github.com/tyler-pritchard/tabla-image-gen-ai

🪘 Tabla Drum Image Generator – AI-powered tabla drum image generation using Stable Diffusion & GANs. Features custom dataset curation, ML training pipeline, and scalable API deployment.

ai-engineering ai-research computer-vision data-augmentation dataset-curation deep-learning diffusion-models gans generative-ai huggingface image-generation machine-learning ml-deployment model-fine-tuning neural-networks pytorch stable-diffusion synthetic-data tensorflow web-scraping