Project demonstrating dual model deployment scenarios using Vertex AI (GCP).
☆34Dec 28, 2021Updated 4 years ago
Alternatives and similar repositories for Dual-Deployments-on-Vertex-AI
Users that are interested in Dual-Deployments-on-Vertex-AI are comparing it to the libraries listed below
Sorting:
- ☆17Sep 9, 2022Updated 3 years ago
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.☆21Oct 26, 2021Updated 4 years ago
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Dec 21, 2021Updated 4 years ago
- This repository contains code samples for Vertex AI, including pipelines, metadata and more. Mainly with finance datasets.☆15Feb 7, 2026Updated last month
- Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.☆12Jun 9, 2023Updated 2 years ago
- Code labs for Vertex AI☆46Oct 14, 2021Updated 4 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆30Aug 22, 2022Updated 3 years ago
- Contains my experiments with the `big_vision` repo to train ViTs on ImageNet-1k.☆22Jan 16, 2023Updated 3 years ago
- Streamlit apps on Cloud Run with Identity-Aware Proxy (IAP).☆10Mar 5, 2022Updated 4 years ago
- This project demonstrates the use of Deep Learning to detect emotion (sad, angry, happy etc) from the images of faces.☆11Feb 14, 2020Updated 6 years ago
- This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.☆13Aug 15, 2021Updated 4 years ago
- Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.☆102Mar 27, 2022Updated 3 years ago
- This project shows how to derive the total number of training tokens from a large text dataset from 🤗 datasets with Apache Beam and Data…☆27Oct 20, 2022Updated 3 years ago
- Demonstration of the Model Training as a CI/CD System in Vertex AI☆29Oct 26, 2021Updated 4 years ago
- A Template for MLOps on Google Cloud Vertex AI☆13Mar 16, 2022Updated 3 years ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products☆97Jun 22, 2023Updated 2 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Sep 24, 2021Updated 4 years ago
- Neural Arithmetic Logic Units by Trask et al.☆12Apr 10, 2019Updated 6 years ago
- This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.☆33Mar 23, 2022Updated 3 years ago
- ☆13Dec 6, 2022Updated 3 years ago
- Implementations of GANs in Tensorflow 2.x☆15Feb 12, 2022Updated 4 years ago
- An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI☆415May 1, 2024Updated last year
- ☆24Sep 2, 2022Updated 3 years ago
- This is an implementation of various algorithms and techniques required to build a simple Self Driving Car. A modified versions of the Ud…☆17Dec 8, 2022Updated 3 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆224Jul 27, 2022Updated 3 years ago
- Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.☆41Apr 30, 2022Updated 3 years ago
- ☆18Apr 6, 2022Updated 3 years ago
- Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).☆20Mar 7, 2022Updated 4 years ago
- Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.☆20Aug 4, 2021Updated 4 years ago
- MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)☆112Oct 5, 2022Updated 3 years ago
- Contains additional materials for two keras.io blog posts.☆17Sep 12, 2021Updated 4 years ago
- ☆42Oct 23, 2025Updated 4 months ago
- This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).☆126Jul 29, 2022Updated 3 years ago
- Showcases the use of deep learning to detect wheat heads from crops. The project is based on: https://www.kaggle.com/c/global-wheat-detec…☆18May 30, 2020Updated 5 years ago
- Application for searching images from natural language queries☆46Dec 10, 2021Updated 4 years ago
- Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).☆122Dec 3, 2022Updated 3 years ago
- The aim of this project is to publish and archive newsletters to a target email address.☆21Jan 13, 2024Updated 2 years ago
- A flutter which is capable of Face Authentication. Used Facenet to do face authentication.☆21Jun 30, 2021Updated 4 years ago
- Exploring learning rates to improve model performance☆19Jun 6, 2019Updated 6 years ago