maggieliuzzi/cnn_opencv_image_lensflare_blur maggieliuzzi/cnn_opencv_image_lensflare_blur

  • Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    Python
  • Created almost 5 years ago
  • Updated almost 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
maggieliuzzi/cnn_opencv_image_lensflare_blur
github

maggieliuzzi

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Uses MobileNetV2 CNN to detect images with lens flare or blur | Training images sourced by web scraping and using the Google Images API | Hosted on a Flask server

More Repositories

1

lidar_obstacle_detection

CropBox ROI filtering | VoxelGrid downsampling | Ground plane segmentation using RANSAC | Euclidean clustering optimised with a k-d tree | Bounding boxes | Custom C++ implementations and PCL.
C++
31
star
2

radar_target_simulation_and_detection

Simulating radar measurements and use them to detect targets through digital signal processing (DSP) | FMCW Waveform Generation | Fast Fourier Transform (FFT) | Range Doppler Map | CFAR Visualisation
MATLAB
23
star
3

radar_signal_processing

Calculates range using beat frequencies and velocity based on Doppler frequency shifts.
MATLAB
8
star
4

reinforcement_learning

A mix of resources related to Reinforcement Learning.
Jupyter Notebook
7
star
5

2D_feature_tracking_camera

Keypoint detection, description and matching on camera image(s) | Shi-Tomasi, Harris, FAST, BRISK, ORB, AKAZE, SIFT, BRIEF, FREAK | Binary vs HOG | FLANN vs Brute Force | Nearest Neighbour vs K Nearest Neighbours
C++
5
star
6

deep_learning

Various scripts and Jupyter notebooks related to Deep Learning.
Jupyter Notebook
3
star
7

unscented_kalman_filter_lidar_radar

Unscented Kalman Filter for LiDAR and Radar Sensor Fusion.
C++
3
star
8

recycling-classifier

Retrains top layers of MobileNetV2 (CNN) with TensorFlow or Theano to classify images based on the material of the main object depicted.
Python
3
star
9

camera_lidar_tracking_ttc

Computes Time to Collision and tracks 3D objects across frames using camera and LiDAR.
C++
3
star
10

machine_learning

General Machine Learning scripts and snippets.
Jupyter Notebook
2
star
11

kdtree_overlapping_images_rustiness_percentage

2
star
12

numpy_matplotlib_pandas_scipy

Numpy, Matplotlib, Pandas and Scipy for Machine Learning.
Jupyter Notebook
2
star
13

kalman_filters

Basic Kalman Filter functions in Python and C++.
C++
2
star
14

age_gender_estimation_pepper_robot

Uses the MobileNetV2 CNN with Keras and Tensorflow or Theano to estimate people's age and gender with a Pepper robot.
Python
2
star
15

maths

Classes and functions to work with mathematical objects and properties in Python.
Python
2
star
16

advanced_python

Advanced concepts in Python.
Jupyter Notebook
2
star
17

algorithms_data_structures

Python implementations of popular data structures and algorithms.
Python
2
star
18

web_development

HTML
1
star
19

clustering_unsupervised_machine_learning

Python
1
star
20

time_series_visualisation

Python
1
star
21

opencv

Functions to showcase basic OpenCV functionality with C++.
C++
1
star
22

time_base_cohort_segmentation_clustering_analysis

Python
1
star
23

scala_app

XSLT
1
star
24

pandas

Python
1
star
25

react_node_js_app

Simple React web-application hosted on the cloud which retrieves tweets and news articles based on user preferences | APIs | JavaScript | MongoDB | Express | AWS EC2
JavaScript
1
star
26

lstm_recurrent_neural_network

1
star