SOURCES.md

Sources

Table of Contents

• General
  • Deep learning
  • SSH tunnel
• Object detection
  • Tensorflow Object Detection API
  • Train a object detection model
  • Yolo
• Tensorflow Extended
  • General
  • Tensorflow Serving
• Datasets
  • COCO

General

Deep learning

• Awesome Deep Learning Papers - GitHub

SSH tunnel

• SSH Tunnel - SSH

Object detection

Tensorflow Object Detection API

• Tensorflow Object Detection API - GitHub
• TF detection model zoo - GitHub
• TensorFlow Object Detection API tutorial / Daniel Stan - Medium
• Deploy TensorFlow object detection model / Pierre Paci - Medium

Train a object detection model

• LabelImg - GitHub
• Train Object Detection TensorFlow / EdjeElectronics - GitHub

Yolo

• Darknet Yolo - Pjreddie
• Tensorflow Yolo v3 - GitHub

Tensorflow Extended

General

• TF Transform - Tensorflow
• TF Model Analysis - Tensorflow
• TF Data Validation - Tensorflow
• TF Serving Example: Tendies - GitHub
• TF Serving Example: MNIST - GitHub

Tensorflow Serving

• TF Extended - Tensorflow
• TF Serve - Medium
• TF Serve - Tensorflow
• TF Serve / Vitaly Bezgachev - Medium
• How to use TensorFlow Serving docker / Manoveg Saxena - Medium
• TF Object Detection API / Karol Majek - Medium
• TensorFlow Serving REST vs gRPC / Avidan Eran - Medium

Datasets

COCO

• COCO Site - COCO
• COCO Transfer Learning - Medium