Image Processing, CV, ML, DL & AI Projects | Poke

Image Processing, CV, ML, DL & AI Projects @UCu3JtRiBm15bJmpbKdQCx1w@youtube.com

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|My Research | Projects | Machine Learning | Deep Learning |

Shorts

Bayesian | α-matting | python implementation

3-coloring a graph | CNF SAT-solver | DPLL algorithm | python

DPLL | CNF-SAT | Polynomial Reduction | python

Guided vs. Unguided Deep Dreaming | GoogleNet | pytorch hooks | python

Maximum Entropy Brightness Preserving Histogram Equalization (BPHEME Variational method) in python

Different Hist-Equalize algos (CHE, BBHE, DSIHE, RMSHE) to enhance images, implemented with python

Multi-label classification of Foods with DenseNet using keras with python

DL in Remote Sensing: Land Cover Image Classification with fastai ResNet101 using EuroSAT dataset

Generative adversarial text-to-image synthesis with keras

Image Inpainting with Deep Image Prior with python

One-shot classification with modified Hausdorff distance with omniglot dataset

Outlier Detection with AutoEncoder (with pytorch / H2O) and PCA in MNIST images with python

Denoising Images by thresholding Wavelet coefficients + Reconstruction with python

Weights learnt by a Sparse AutoEncoder, sparsity paramaeter ρ (1%, 10%) from MNIST with tensorflow

Using Deep Features from Stacked AutoEncoders for Classification using H2O (in python)

Image Denoising with Markov Model using iterative Bayesian update

Face recognition using FisherFaces and k-NN with Yale Faces in python

Generating Bangla Crossword Puzzle as a CSP with AC3 & MRV+degree+LCV heuristics with backtrack+AC3

Generating Crossword Puzzle - as a CSP with AC3 & MRV+degree+LCV heuristics with backtracking+AC3

Learning to Play the Game of Nim with Reinforcement Learning (Q-learning)

Intensity-based Registration of Medical Images using Mutual Information Metric

Image Inpainting with GMM-EM (K=15)

Collaborative Filtering Recommender System with GMM-EM (K=4)

Collaborative Filtering with Low-Rank Matrix Factorization (using Alternating Minimization)

Generating Anime Images with GAN

Denoising Noisy Face Images with PCA, DFT and DWT (Haar Wavelet)

Image Denoising with Ising Model, Markov Random Field (MRF)

Generative Adversarial Network (GAN) to generate face images

Color image segmentation with Mahalanobis distance in python

Iterative Deconvolution for Image Restoration with a blurred noisy image (amplification of noise)

Using genetic algorithm to re-generate an image with primitive geometric shapes

Texture transfer with image quilting

Colorizing sketches with ColorNet (deep learning model)

Object Detection with Yolo V3 (with opencv-python)

Object Detection | Faster-RCNN | tensorflow | python

Semantic Segmentation with ENet (deep learning model)

Solving 8-queen problem with genetic algorrithm

Object (Car) detection with Yolo V2

Segmentation with SLIC algorithm (superpixalation) + RAG with python

Face projection with Eigenfaces

Object Detection with Yolo v2

Baysian Statistics: Beta-Bernoulli Conjugate Prior to compute the Posterior Distribution

Solving Sudoku using backtracking (with MRV heuristic)

Cartoonizing images - Video from the movie সোনার কেল্লা by Satyajit Ray

Face Morphing with Mesh-Warping Algorithm: from human to lion

Object Detection with Mask R-CNN

Denoising AutoEncoder to clean noisy faces with python

Deep Dream with AlexNet