Vision Lab MMU's repositories
CapsNet-vs-CNN
CapsNet vs CNN : Analysis Of The Effects Of Varying Feature Spatial Arrangement
Deep_Hierarchical_Classification
PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System
ResNet-50-CBAM-PyTorch
Implementation of Resnet-50 with and without CBAM in PyTorch v1.8. Implementation tested on Intel Image Classification dataset from https://www.kaggle.com/puneet6060/intel-image-classification.
Software-Design-Patterns
Notes and Python Implementation of some well-known software design patterns.
DFT-and-FFT-NumPy
Discrete Fourier Transform and Fast Fourier Transform implementation using only NumPy with notes.
YOLOv2-PyTorch
Implementation of YOLO Version 2 in Pytorch 1.4
K-Means-Scratch
Image Segmentation using K-Means (K-Means from scratch)
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
CapsNet-PyTorch
Capsule Network with Dynamic Routing using PyTorch version 1.4
PyTorch-Examples
Examples of PyTorch version 1.5
Faster-RCNN-RPN
Region Proposal Network (RPN) of Faster R-CNN implementation in Python and Tensorflow 1.8 with explanations.
Kalman-Filter-Scratch
Implementation of Kalman Filter from scratch with notes.
Principal-Component-Analysis-Scratch
Principal Component Analysis algorithm from scratch using only NumPy with notes.
Jarvis-March-Algorithm
Jarvis' March or Gift Wrapping algorithm to calculate convex hull.
Visualizing-CNN
Visualize the weights of the convolution filters and feature maps.
CapsNet-MNIST-TF
Capsule network in Tensorflow for MNIST
ML-Performance_Metrics
Notes and example codes on performance metrics.
Sagemaker-Training
Training a model with sagemaker using notebook instance.
NTU-RGB-Skeleton-Python
Read the skeleton files provided in NTU RGB skeleton dataset and draw the skeleton on the corresponding RGB video.
TF-Serving-MNIST
Serve an MNIST model with TF Serving.
LSTM-RNN-Tensorflow
Long Short-Term Memory RNN using tensorflow.
Face-Recognition-Eigenface-Scratch
Face detection and recognition using Eigenfaces using only NumPy and OpenCV
Multiple-Linear-Regression-Normal-Equation-Scratch
Multiple Linear Regression with Normal Equation using NumPy.
Multiple-Linear-Regression-Gradient-Descent-Scratch
Multiple Linear regression in Python using only Numpy. With Notes.
Multilayer-Perceptron-Scratch
Multilayer Perceptron from scratch using NumPy.