BMW TechOffice MUNICH

Repositories

• BMW-TensorFlow-Inference-API-CPU

  This is a repository for an object detection inference API using the Tensorflow framework.

  api docker cpu computer-vision deep-learning docker-container tensorflow
  Python Apache-2.0 47 164 0 1 Updated May 12, 2021

• BMW-TensorFlow-Inference-API-GPU

  This is a repository for an object detection inference API using the Tensorflow framework.

  api docker dockerfile deep-neural-networks computer-vision deep-learning neural-network
  Python Apache-2.0 77 287 0 2 Updated May 12, 2021

• BMW-TensorFlow-Training-GUI

  This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

  docker gui deep-neural-networks computer-vision deep-learning neural-network tensorflow
  Python Apache-2.0 137 758 2 8 Updated May 11, 2021

• BMW-Optical-Objects-Recognition-API

  This is a repository for an optical objects recognition API.
  1 2 0 0 Updated May 10, 2021

• BMW-IntelOpenVINO-Detection-Inference-API

  This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

  docker cpu computer-vision neural-network rest-api inference resnet
  Python Apache-2.0 2 51 0 0 Updated Apr 22, 2021

• BMW-Anonymization-API

  This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

  docker video ai computer-vision docker-compose tensorflow pytorch
  Python Apache-2.0 5 64 0 0 Updated Apr 14, 2021

• BMW-IntelOpenVINO-Segmentation-Inference-API

  This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

  docker cpu ai computer-vision inference swagger-ui deeplearning
  Python Apache-2.0 1 20 0 0 Updated Apr 12, 2021

• BMW-Semantic-Segmentation-Inference-API-GPU-CPU

  This is a repository for a Semantic Segmentation inference API using the Gluoncv CV toolkit

  docker computer-vision deep-learning mxnet inference segmentation semantic-segmentation
  Python Apache-2.0 1 41 0 0 Updated Apr 8, 2021

• BMW-YOLOv4-Inference-API-CPU

  This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.

  api docker opencv deep-neural-networks cpu computer-vision deep-learning
  Python 57 191 0 1 Updated Mar 20, 2021

• BMW-Classification-Training-GUI

  This repository allows you to get started with training a State-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset and you can start the training right away. You can even test your model with our built-in Inference REST API. Training classification models with GluonCV has never been so easy.

  training computer-vision deep-learning classification gluoncv inference-api
  Python Apache-2.0 0 56 0 0 Updated Mar 12, 2021

• BMW-Classification-Inference-GPU-CPU

  This is a repository for an image classification inference API using the Gluoncv framework. The inference REST API works on CPU/GPU. It's supported on Windows and Linux Operating systems. Models trained using our Gluoncv Classification training repository can be deployed in this API. Several models can be loaded and used at the same time.

  computer-vision deep-learning inference classification gluoncv inference-api
  Python Apache-2.0 0 35 0 0 Updated Jan 22, 2021

• BMW-YOLOv4-Training-Automation

  This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. N…

  docker gui automation monitoring deep-learning neural-network rest-api
  Python BSD-3-Clause 115 558 0 3 Updated Jan 22, 2021

• BMW-Labeltool-Lite

  This repository provides you with a easy to use labeling tool for State-of-the-art Deep Learning training purposes.

  training docker computer-vision deep-learning neural-network docker-compose tensorflow
  C# Apache-2.0 22 174 0 10 Updated Jan 5, 2021

• BMW-YOLOv4-Inference-API-GPU

  This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.

  api docker dockerfile computer-vision deep-learning neural-network gpu
  Python BSD-3-Clause 60 246 0 0 Updated Nov 16, 2020