deep-diver / semantic-segmentation-ml-pipelineLinks
Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
☆96Updated 2 years ago
Alternatives and similar repositories for semantic-segmentation-ml-pipeline
Users that are interested in semantic-segmentation-ml-pipeline are comparing it to the libraries listed below
Sorting:
- MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)☆115Updated 2 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆30Updated 2 years ago
- This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).☆125Updated 3 years ago
- showing various ways to serve Keras based stable diffusion☆111Updated 2 years ago
- ☆17Updated 2 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.☆43Updated last year
- ☆96Updated 3 years ago
- Application for searching images from natural language queries☆46Updated 3 years ago
- Implementation of DreamBooth in KerasCV and TensorFlow.☆88Updated 2 years ago
- ☆14Updated 2 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆217Updated 3 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago
- Build fast gradio demos of fastai learners☆35Updated 3 years ago
- Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs☆82Updated last year
- BentoML Example Projects 🎨☆137Updated 7 months ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆29Updated 3 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆88Updated 2 years ago
- Serving PyTorch models with TorchServe☆102Updated 2 years ago
- ☆48Updated last year
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- ML Research paper summaries, annotated papers and implementation walkthroughs☆113Updated 3 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆89Updated 2 years ago
- Plugin for deploying MLflow models to TorchServe☆111Updated 2 years ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆107Updated 3 years ago
- AI Summer's complete catalog of articles☆111Updated 3 years ago
- Materials for workshops on the Hugging Face ecosystem☆151Updated 2 years ago
- Management Dashboard for Torchserve☆123Updated 2 years ago
- Examples using 🤗 Hub to share and reload machine learning models☆32Updated 2 years ago
- A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.☆228Updated 3 weeks ago