amy h.'s starred repositories
amazon-sagemaker-tensorflow-object-detection-api
Train and deploy models using TensorFlow 2 with the Object Detection API on Amazon SageMaker
amazon-sagemaker-aws-greengrass-custom-object-detection-model
End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS IoT Greengrass.
amazon-sagemaker-object-detection-from-scratch
Build a Custom Object Detection Model from Scratch with Amazon SageMaker and Deploy it at the Edge with AWS DeepLens. This workshop explains how you can leverage DeepLens to capture data at the edge and build a training data set with Amazon SageMaker Ground Truth. Then, train an object detection model with Amazon SageMaker and deploy it to AWS DeepLens.
AWS-Sagemaker-Image-Classification-Object-Detection-and-Semantic-Segmentation-
Image Classification using AWS Sagemaker
aws-elastic-inference-tensorflow-examples
AWS Tensorflow Elastic Inference cost analysis blog post code. Notebook measures the timing of running object detection on a video locally v. Elastic Inference.
Script4DOTA
Those scripts is for DOTA dataset which focus on raw data
DOTA_devkit_YOLO
Trans DOTA OBB format(poly format) to YOLO format.
dotadevkit
Toolkit for working with the DOTA aerial object detection dataset
aerial-object-detector
To develop a object detection system for aerial data
iSAID_Devkit
[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"
vitalab.github.io
Website of the Vitalab :
R2CNN-Plus-Plus_Tensorflow
This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.
TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
workshop-cvObjectDetection2018
Repository containing workshop materials for computer vision (object detection) exercises.
ML_ObjectDetection_CAFO
Repository containing model development, training, and execution for the CAFO satellite imagery detection process.
wine-quality-prediction-web-app
A machine learning-powered web application to predict the quality of wine based on some features
techniques
Techniques for deep learning with satellite & aerial imagery