Computer Vision
Computer Vision
Embedded Files
CS 6320 - Fall 2024
CS 6320 - Fall 2024
All programming was done using Python with the help of the PyTorch library.
Detecting Lines and Circles using Hough Transform
Detecting Lines and Circles using Hough Transform
Basic Image Input
Edge Detection
Hough Line Detection
Hough Circle Detection
Cluttered Image Input
Edge Detection
Hough Circle Detection With Centroid
Dealing with Noise
Local Feature Matching
Local Feature Matching
Angle 1
Angle 1
Angle 2
Angle 2
Feature Detection
Feature Detection
Feature Matching
Feature Matching
Evaluation
Evaluation
Projection Matrix Estimation
Projection Matrix Estimation
Angle 1
Angle 1
Camera Position Estimation
Camera Position Estimation
Angle 2
Angle 2
Camera Position Estimation (Both Angles)
Camera Position Estimation (Both Angles)
Fundamental Matrix Estimation
Fundamental Matrix Estimation
Angle 1
Angle 1
Angle 2
Angle 2
Fundamental Matrix Estimation
Fundamental Matrix Estimation
Fundamental Matrix Estimation with RANSAC
Fundamental Matrix Estimation with RANSAC
Depth Estimation Using Stereo
Depth Estimation Using Stereo
Left Camera
Left Camera
Right Camera
Right Camera
Disparity Maps
Disparity Maps
Deep Scene Recognition
Deep Scene Recognition
Dataset
Dataset
SimpleNet
SimpleNet
Simplenet
Simplenet
With jitter, flip, normalization, and dropout
Alexnet
Alexnet
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