Machine Learning and Artificial Intelligence
Self Driving Car Using Covolutinal Neural Networks Via Using NVIDIA Model Architecture for End To End Self Driving Car And For Simulation Using Udacity Open Source Unity Self Driving Car Simulator.
Dependencies Used: Keras / pandas / Matplotlib / Numpy / OpenCV / Sklearn
DEMO :
In this project, you will use what you've learned about deep neural networks and convolutional neural networks to classify traffic signs. You will train a model so it can decode traffic signs from natural images by using the German Traffic Sign Dataset. After the model is trained, you will then test your model program on new images of traffic signs you find on the web, or, if you're feeling adventurous pictures of traffic signs you find locally!
Dependencies Used: Jupyter / NumPy / SciPy / scikit-learn / TensorFlow / Matplotlib / Pandas / opencv-contrib-python
DEMO :
Drowsiness monitoring using opencv is a project where users can :
1. Open Camera
2. Open Camera and Record
3. Open Camera and Detect
4. Detect and Record
5. Detect Eye Blink and Record With Sound
Dependencies Used: CustomBlinkCascade.xml / haarcascade_eye.xml / haarcascade_eye_tree_eyeglasses.xml / lbpcascade_frontalface.xml / opencv-contrib-python
DEMO :
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8TH SEMESTER INTERNSHIP PROJECT ON OPTICAL CHARACTER RECOGNITION (OCR)
Technologies Used: ANN / NUMPY / MATPLOTLIB / FLASK / FIREBASE
Team Members: 4
DEMO :
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This Project is developed with an OpenCV and canny edge detection. The lines on the road that show us where the lanes are act as our constant reference for where to steer the vehicle. Naturally, one of the first things we would like to do in developing a self-driving car is to automatically detect lane lines using an algorithm.
Dependencies Used: Matplotlib / Numpy / OpenCV / Pylab
DEMO :
This project is all about object detection with Haar Cascades. In order to do object recognition/detection with cascade files, you first need cascade files. You can use Google to find various Haar Cascades of things you may want to detect.
Dependencies Used: Numpy / OpenCV
DEMO :
Some of the projects done under computer vision are :
This project is all about Data Visualization. Some of the projects done under data visualization are :.
This project is mainly used for Checking the Temp, Weather of any city by providing the city name.
Dependencies Used: requests / Json
DEMO :
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This Project is all about guessing game with speech recognition. You will need a internet connection to run the code . Use microphone to speak the words.
Dependencies Used: random / time / speech_recognition
DEMO :
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