mattmcclean / fastai-container-sam-app
An example AWS SAM app showing how to deploy a fastai app using Lambda Container feature
☆13Updated 3 years ago
Related projects: ⓘ
- How to deploy TorchServe on an Amazon EKS cluster for inference.☆12Updated 3 years ago
- A Starlette example for deployment in fastai2☆11Updated 3 years ago
- ☆20Updated 2 years ago
- This repository shows how to train an object detection algorithm with Detectron2 on Amazon SageMaker☆27Updated 3 years ago
- Image Classification on EuroSAT☆8Updated 2 years ago
- Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker☆13Updated 5 years ago
- Object detection inference with Roboflow Train models on NVIDIA Jetson devices.☆13Updated last year
- ☆18Updated 7 months ago
- Examples showing use of NGC containers and models withing Amazon SageMaker☆17Updated last year
- Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint☆73Updated 3 years ago
- Build fast gradio demos of fastai learners☆35Updated 2 years ago
- How to use tensorboard in fastai☆21Updated 5 years ago
- ☆9Updated last year
- Amazon SageMaker Managed Spot Training Examples☆50Updated 2 months ago
- missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps…☆20Updated 3 years ago
- Easily convert between bounding box annotation formats.☆21Updated 2 years ago
- Image Segmentation with PixelLib and Streamlit☆11Updated 3 years ago
- MNIST classifier implementation with PyTorch Lightning on Amazon SageMaker☆24Updated last year
- Detecting parking bays with satellite imagery☆12Updated 3 years ago
- Image Quality Framework☆43Updated 5 months ago
- SageMaker training implementation for computer vision to offload JPEG decoding and augmentations on GPUs using NVIDIA DALI — allowing yo…☆21Updated 3 years ago
- Satellite Image Augmetation with GANs☆18Updated 2 years ago
- ☆13Updated last year
- Extensions for the `fastai2` library in the form of data augmentations and inference utilities. Specific to computer vision models. Infer…☆48Updated last year
- Generates synthetic satellite images of natural disasters using deep neural networks.☆9Updated last year
- An example project showing how to use AWS Lambda to deploy your PyTorch model☆53Updated 5 years ago
- A PyTorch only inference wrapper for fastai☆12Updated last year
- From nothing to a deployed object detection model on SageMaker with Detectron2☆29Updated 11 months ago
- ☆11Updated 2 years ago