DigitalSreeni Courses

Edge Filters for Image Processing

1 rating

Edge filters for image processing: Learn Roberts, Sobel, Prewitt, and Canny filters. Practical Python implementation for emphasizing edges in images. Suitable for various applications.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Introduction to Image Processing Using Scikit-Image in Python

1 rating

Learn essential image processing techniques using scikit-image in Python, including resizing, edge detection, and segmentation for microscopy-based assays like wound healing.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Color Separation and Nuclei Segmentation in Tissue Microarray Cores - Tutorial 344

Extract and analyze TMA core images: color separation, nuclei segmentation with StarDist, and intensity calculation for nuclear and cytosolic regions.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Annotate Images Like a Pro - Python Image Annotation Tool Demo

Master Python-based image annotation with a comprehensive tool for 2D and multi-dimensional images. Learn manual and semi-automatic techniques, export options, and additional features for efficient image analysis and model training.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

De-arraying Tissue Microarrays (TMA) Using QuPath and Python Code

Extract high-resolution images of individual cores from Tissue Microarrays using QuPath for detection and custom Python code for saving, streamlining TMA analysis workflows.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Annotate Images Like a Pro: Python Image Annotation Tool Walkthrough

Master image annotation with a Python-based tool. Learn installation, project creation, manual and semi-automatic annotation techniques, class organization, and exporting to various formats. Explore additional features for data management and augmentatio…

• YouTube
• 32 minutes
• Self-Paced
• Free Video

A New Blood Test to Differentiate Prostate Cancer from BPH Using GASP-1 Protein

Discover how GASP-1 protein analysis offers a breakthrough blood test method to distinguish prostate cancer from BPH, potentially reducing unnecessary biopsies and improving cancer detection accuracy.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

3D Sholl Analysis Using Python for Neuron Branch Mapping

Learn to perform 3D Sholl analysis in Python by creating concentric spherical shells around soma centers and calculating neuron branch intersections for detailed morphological analysis.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Automate Google Search Results to Excel Using Python

Master Python automation techniques to extract Google search results and efficiently export them to Excel spreadsheets using practical code examples.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Efficient Image Retrieval System Using Vision Transformer and FAISS

Master building an image retrieval system using Vision Transformer and FAISS to efficiently search and find similar images through feature extraction, indexing, and similarity matching techniques.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Understanding FAISS for Efficient Similarity Search of Dense Vectors

Discover how FAISS library enables fast similarity search and clustering of dense vectors, focusing on IndexFlatL2 and IndexIVF approaches for optimized vector matching and clustering.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Image Similarity Search Using VGG16 and Cosine Distance - Tutorial 348

Master image similarity search techniques using VGG16 feature extraction and cosine distance metrics in Python, enabling efficient comparison and matching of visual content through vector analysis.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Automated Analysis of Organoid Screening Multi-Well Datasets Using Python

Master Python-based automation for organoid image analysis, covering preprocessing, Cellpose segmentation, statistical measurements, and ANOVA validation for multi-well datasets.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Image Retrieval System Using Vision Transformer and FAISS with GUI - Tutorial 351

Discover how to build an efficient image retrieval system using Vision Transformer and FAISS, complete with a user-friendly GUI for seamless searching and indexing of similar images.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Recommender Systems Beyond Netflix - From Drug Discovery to Finance

Discover how matrix factorization and recommender system algorithms revolutionize drug discovery, materials science, and finance beyond entertainment platforms.

• YouTube
• 30 minutes
• Self-Paced
• Free Video