Deep-Learning-with-GoogleColab

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Deep-Learning-with-GoogleColab

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Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

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최종 버전 다운로드 (.zip)

- BRICS.gif
- colorize_photo.jpg
- filename.md
- Guns.gif
- handgun_yolov4.gif
- Smoking.gif
Darknet_YOLOv3_Cigarette_Smoking_Detection.ipynb
Darknet_YOLOv3_Guns_Detection.ipynb
Darknet_YOLOv4_Google_Colab_(Firearm_Detection).ipynb
ImageColorizerColab.ipynb
pyannote_video - Face Detection, Tracking & clustering in Videos.ipynb
README.md
VideoColorizerColab.ipynb

// repository documentation

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# Deep-Learning-with-GoogleColab
Develop Deep Learning Applications with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

**Darknet YOLOv4 - Google Colab (Firearms Detection)**
---
Firearms Detection [<img src="https://colab.research.google.com/assets/colab-badge.svg" align="center">](https://colab.research.google.com/github/hardik0/Deep-Learning-with-GoogleColab/blob/master/Darknet_YOLOv4_Google_Colab_(Firearm_Detection).ipynb)

Darknet YOLOv4: Real-Time Object Detection

You only look once (YOLOv4) is a state-of-the-art, real-time Firearms detection system for firearms, pistol, rifle detection.

![GIF demo](https://raw.githubusercontent.com/hardik0/Deep-Learning-with-GoogleColab/master/img/handgun_yolov4.gif)

Youtube Link: 
https://youtu.be/XgvDXT0fme4

**Cigarette/Smoking Detection using YOLOv3 Darknet**
---
Cigarette/Smoking Detection [<img src="https://colab.research.google.com/assets/colab-badge.svg" align="center">](https://colab.research.google.com/github/hardik0/Deep-Learning-with-GoogleColab/blob/master/Darknet_YOLOv3_Cigarette_Smoking_Detection.ipynb)

YOLO: Real-Time Object Detection

You only look once (YOLO) is a state-of-the-art, real-time object detection system for cigarette & smoking detection.

![GIF demo](https://raw.githubusercontent.com/hardik0/Deep-Learning-with-GoogleColab/master/img/Smoking.gif)

Youtube Link: 
https://youtu.be/vEnQIptZzyI

**Guns Detection using YOLOv3 Darknet**
---
Guns Detection [<img src="https://colab.research.google.com/assets/colab-badge.svg" align="center">](https://colab.research.google.com/github/hardik0/Deep-Learning-with-GoogleColab/blob/master/Darknet_YOLOv3_Guns_Detection.ipynb)

YOLO: Real-Time Object Detection

You only look once (YOLO) is a state-of-the-art, real-time object detection system for firearms, pistol, rifle detection.

![GIF demo](https://raw.githubusercontent.com/hardik0/Deep-Learning-with-GoogleColab/master/img/Guns.gif)

Youtube Link: 
https://youtu.be/Uzty5hRWSQs

Note:
+ Why some guns were not detected?
 - I had few images of a pistol, when I trained the Yolo model.

**Pyannote-Video**
---
Pyannote-Video [<img src="https://colab.research.google.com/assets/colab-badge.svg" align="center">](https://colab.research.google.com/github/hardik0/Deep-Learning-with-GoogleColab/blob/master/pyannote_video%20-%20Face%20Detection%2C%20Tracking%20%26%20clustering%20in%20Videos.ipynb)

A Toolkit for Face Detection, Tracking, and Clustering in Videos

![GIF demo](https://raw.githubusercontent.com/hardik0/Deep-Learning-with-GoogleColab/master/img/BRICS.gif)

Youtube Link: 
https://youtu.be/8hepsfDWzFA

**DeOldify**
---
Image [<img src="https://colab.research.google.com/assets/colab-badge.svg" align="center">](https://colab.research.google.com/github/hardik0/Deep-Learning-with-GoogleColab/blob/master/ImageColorizerColab.ipynb) |
Video [<img src="https://colab.research.google.com/assets/colab-badge.svg" align="center">](https://colab.research.google.com/github/hardik0/Deep-Learning-with-GoogleColab/blob/master/VideoColorizerColab.ipynb)

To Colorizing and Restoring your old Black and White Photos/Videos

![Bollywood Image](https://raw.githubusercontent.com/hardik0/Deep-Learning-with-GoogleColab/master/img/colorize_photo.jpg)

Youtube Channel Link: 
https://www.youtube.com/channel/UC0L-Z0hP3_39dSNNNgpdiOQ

**Acknowledgements**
---

+ [@pjreddie](https://www.github.com/pjreddie) for Original Darknet(YOLOv3) Version.
+ [@AlexeyAB](https://www.github.com/AlexeyAB) for Modify Darknet(YOLOv3) Version.
+ [@pyannote](https://www.github.com/pyannote) for pyannote-video.
+ [@jantic](https://github.com/jantic) for DeOldify.

Deep-Learning-with-GoogleColab

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