DigitalSreeni

Camouflage simulation using the Genetic Algorithm

Tips Tricks 20 - Understanding transfer learning for different size and channel inputs

49 - Logistic Regression using scikit-learn in Python

95 - What is digital image filtering and image convolution?

317 - HyperParameter Optimization using Genetic algorithms

169 - Deep Learning made easy with AutoKeras

315 - Optimization using Genetic Algorithm

150 - Warning about keras' data augmentation when working with categorical labels

12 - Python Recap of lists and numpy arrays

79 - What is Docker?

163 - An introduction to time series forecasting - Part 3 Using ARIMA in python

280 - Custom object segmentation using StarDist library in python

92 - Autoencoders using transfer learning - Image colorization

Exploring Metadata in Scientific Images

195 - Image classification using XGBoost and VGG16 imagenet as feature extractor

127 - Data augmentation using keras

30 - Image registration using homography in openCV

137 - What is one hot encoding in machine learning?

179 - Variational autoencoders using keras on MNIST data

332 - All about image annotations​

336 - Nuclei segmentation and analysis using Detectron2 & YOLOv8​

313 - Using genetic algorithms to simulate ​evolution

312 - What are genetic algorithms?

314 - How to code the genetic algorithm in python?

334 - Training custom instance segmentation model using YOLO v8

320 - Understanding Simulated Annealing​ using steel optimization

Why GPUs Outpace CPUs?

316 - Optimizing Steel Strength using Metaheuristic algorithms (e.g., Genetic)

333 - An introduction to YOLO v8​

319 - What is Simulated Annealing Optimization​?

19 - image processing using scipy in Python

337 - Whole Slide Image segmentation for nuclei​ using Detectron2 and YOLOv8

153 - Artificial Neural Networks - Explanation for those who understand linear regression

Color segmentation of images ​followed by text removal​ in python

Tips Tricks 19 - colab vs colab pro vs purchasing your own system

132 - What are Activation functions in deep learning (Keras & Tensorflow)?

PyScript – Running python in your browser​

321 - What is Particle Swarm Optimization PSO?

158b - Transfer learning using CNN (VGG16) as feature extractor and Random Forest classifier

27 - CLAHE and Thresholding using opencv in Python

28 - Thresholding and morphological operations using openCV in Python

17 - Reading images in Python

Understanding Mean Absolute Error and Mean Squared Error as ML metrics and loss functions

156 - How to limit GPU memory usage for TensorFlow?

181 - Multivariate time series forecasting using LSTM

134 - What are Optimizers in deep learning? (Keras & TensorFlow)

227 - Various U-Net models using keras unet collection library - for semantic image segmentation

244 - What are embedding layers in keras?

255 - Single image super resolution​ using SRGAN

126 - Generative Adversarial Networks (GAN) using keras in python

AMT2 - Extracting Emails from your Gmail Inbox using python