Deep Learning and Computer Vision

The principle goal of this repository is to show some of my skill in computer vision and merge to Deep learning to instead much more powerful model based

The result of a simple application of Computer Vision using OpenCv to detect face, eyes, and smile emotion can be access the following folders::

• To view codes: face-eyes-smile-detection ;
• and See the result: result-face-detection.

The next concept its using pytorch to combine Deep Learning and Computer Vision. The architecture using was Single Show Multibox Detector (SSD) to detect a human and dog the video funny_dog.mp4.

Bellow following the links folder to correspond this approach:

• Based transform: ;
• funny_dog.mp4: will try to detect;
• Multibox detection: layers;
• The heart of the model SSD: dog-detection;
• Archtecture: ssd.py;
• and See the Result: result-dog-detection.

The Result of Object Detection Using Single Shot Mutibox Detector (SSD):

Sincerely: Neemias B. Silva