computer_vision_practice

Computer Vision + Deep Learning Practice Repository:

This repo consists of Jupyter notebook(s) with Computer vision practice exercises.

The exercises are for practicing the materials from

For setting up the machine, please follow https://github.com/udacity/CVND_Exercises

The above link sets up PyTorch and OpenCV.

For TensorFlow and Keras, from your miniconda environment, please do pip install --upgrade pip

Download Microsoft Visual C++ Redistributable for Visual Studio 2015, 2017 and 2019

pip install --upgrade tensorflow

The steps will update OpenCV to version 4.

Name	Name	Last commit message	Last commit date
Latest commit arvcode Commit: Image Captioning and SLAM. Apr 4, 2021 327f7fa · Apr 4, 2021 History 22 Commits
Haarcascades	Haarcascades	Commit Message:	Dec 25, 2020
P2_Image_Captioning	P2_Image_Captioning	Commit: Image Captioning and SLAM.	Apr 4, 2021
P3_SLAM	P3_SLAM	Commit: Image Captioning and SLAM.	Apr 4, 2021
images	images	Commit Message:	Jan 1, 2021
models	models	Commit Message:	Dec 26, 2020
saved_models	saved_models	Commit Message:	Jan 1, 2021
CNN using Keras and TensorFlow2.0_MNIST.ipynb	CNN using Keras and TensorFlow2.0_MNIST.ipynb	Commit Message:	Dec 27, 2020
Computer Vision - OpenCV.ipynb	Computer Vision - OpenCV.ipynb	Commit Message:	Dec 25, 2020
Facial Key Point Masks.ipynb	Facial Key Point Masks.ipynb	Commit Message:	Jan 1, 2021
FeedForwardNetwork.ipynb	FeedForwardNetwork.ipynb	Update loss and epoch statistics	Dec 13, 2020
LICENSE	LICENSE	Add a license file- MIT license	Dec 12, 2020
One-Shot Learning- Face Recognition with Cosine Similarity.ipynb	One-Shot Learning- Face Recognition with Cosine Similarity.ipynb	Commit Message:	Dec 27, 2020
README.md	README.md	Update README.md	Dec 27, 2020
helper.py	helper.py	Update helper module from Udacity github	Dec 12, 2020