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Detect different objects in an image using SSD with TensorFlow

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Tensorflow-object-detection

Detect different objects in an image with TensorFlow


Intro

Build Status Python 3.5 Pytorch 0.1.12

Inference Graph is in zip file frozen_inference_graph.zip

Do not forget to unzip the file


Click on this image to se how object detection works:

img


Getting started

  • Put an image in test_images folder
  • Then run the object_detection.ipynb file to get results

Different models

You can use different pre-trained model like for SSD,R-CNN, Faster-RCNN

But here i have used ssd

Read more about SSD here


Results

  • Get Ground-Truth with labelImg which helps you to draw bounding box and save them as json files
  • Then you run result.py to know how your model has performed

Created by:
Anubhav Shukla

This application of object detection is also given in the official github page of tensorflow for object detection.

Check out this in action at

https://www.anubhv.com/detect

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Detect different objects in an image using SSD with TensorFlow

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