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Update README.md
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YaelBenShalom authored Oct 29, 2021
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Expand Up @@ -21,8 +21,11 @@ This module contained 2 parts:
_ [traffic sign classification](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/tree/master/traffic_signs_detection/traffic_signs_classification) - Were I build and trained a neural network to classify different traffic-signs images.
_ [traffic sign detection](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/tree/master/traffic_signs_detection/traffic_signs_recognition) - Were I trained neural network to detect different traffic-signs in an image/video.

An example of traffic detection program output:<br>
![Traffic-Sign Recognition](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/blob/master/traffic_signs_detection/traffic_signs_recognition/images/traffic-sign.gif)
An example of traffic detection program output:<br>
<p align="center">
<img align="center" src="https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/blob/master/traffic_signs_detection/traffic_signs_recognition/images/traffic-sign.gif">
</p>


### [**Trash detection, classification, and segmentation**](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/tree/master/trash_detection)

Expand All @@ -31,8 +34,12 @@ This module contained 2 parts:
_ [trash classification](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/tree/master/traffic_signs_detection/traffic_signs_classification) - Were I build and trained a neural network to classify different recyclable objects' images.
_ [trash detection](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/tree/master/traffic_signs_detection/traffic_signs_recognition) - Were I trained neural network to detect different recyclable objects in an image/video.

An example of trash detection program output:<br>
![Trash Recognition](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/blob/master/trash_detection/trash_recognition/images/real-time%20detection2.gif)
An example of trash detection program output:<br>
<p align="center">
<img align="center" src="https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/blob/master/trash_detection/trash_recognition/images/real-time%20detection2.gif">
</p>

As an additional development of the [Recycler Baxter](https://github.com/YaelBenShalom/Recycler-Baxter) project, I used the ML algorithm I implemented in this project to detect and locate the recyclable objects sorted by the baxter robot:
![Baxter Recognition](https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/blob/master/trash_detection/trash_recognition/images/detecting_baxter.gif)
As an additional development of the [Recycler Baxter](https://github.com/YaelBenShalom/Recycler-Baxter) project, I used the ML algorithm I implemented in this project to detect and locate the recyclable objects sorted by the baxter robot:
<p align="center">
<img align="center" src="https://github.com/YaelBenShalom/Objects-Recognition-and-Classification/blob/master/trash_detection/trash_recognition/images/detecting_baxter.gif">
</p>

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