开源软件名称（OpenSource Name）：

开源软件地址(OpenSource Url)：

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开源软件介绍(OpenSource Introduction)：

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

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.

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

Cigarette/Smoking Detection using YOLOv3 Darknet

Cigarette/Smoking Detection

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.

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

Guns Detection using YOLOv3 Darknet

Guns Detection

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.

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

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

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

DeOldify

Image | Video

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

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

Acknowledgements

• @pjreddie for Original Darknet(YOLOv3) Version.
• @AlexeyAB for Modify Darknet(YOLOv3) Version.
• @pyannote for pyannote-video.
• @jantic for DeOldify.