Image processing | Ecosyste.ms: Awesome

https://github.com/hasibzunair/jackfruit-or-not-a-jackfruit

An implementation of feature extractors for classification of jackfruits.

feature-extraction image-processing opencv-python

Last synced: 13 Jun 2026

https://github.com/gitoido/sir-imager

crystal docker image-processing kemal kemalcr

Last synced: 30 Apr 2026

https://github.com/shashshukla/ee-210-signals-and-systems

Code for the assignments for EE-210, Signals and Systems, at IIT Bombay 2016.

cuda image-processing signal-processing

Last synced: 26 Apr 2026

https://github.com/brendocosta/shell32toicon

Getting .ico files from shell32.dll with Windows API and Tecgraf's IM library

c dll image-processing winapi windows-api

Last synced: 13 Jun 2026

https://github.com/arpitarungta/face_recognition_attendance_system

This project is a Face Recognition-based Attendance System that captures and verifies faces in real-time using a webcam and records attendance in structured Excel files. It bridges the gap between intelligent local detection and automated attendance logging. The system uses face encoding to identify individuals and stores the records securely.

image-processing knn-classification machine-learning pandas python streamlit

Last synced: 30 Apr 2026

https://github.com/neo-ciber94/serverless-imageprocessing

Serverless application to manipulate images

aws-lambda cdk image-processing rust typescript

Last synced: 30 Apr 2026

https://github.com/transpect/image-transform-extension

XML Calabash extension to convert images

image-processing images

Last synced: 13 Jun 2026

https://github.com/xza85hrf/flexiblur

FlexiBlur is a Python GUI application that lets users apply various blur effects to images and videos. It supports simple and advanced blur techniques, including custom settings for motion and radial blurs. Designed for systems with OpenCV, FlexiBlur provides a user-friendly interface for easy and efficient media processing.

blur-effects custom-blur image-processing media-blurring media-editing motion-blur opencv parallel-processing python radial-blur region-of-interest video-processing

Last synced: 30 Apr 2026

https://github.com/viggou/quick-gif

A tool for macOS to quickly generate a GIF from a folder or individual files using ffmpeg

ffmpeg gif image-processing macos macos-app swift swiftui

Last synced: 30 Apr 2026

https://github.com/oguzhantekeli06/image-processing-project

C# application that provides core image processing functionalities, including brightness adjustment, blurring, noise reduction, and edge detection. Each feature is modular, offering flexibility for various image manipulation tasks. No library used.

csharp image-processing windows-forms

Last synced: 08 Jun 2026

https://github.com/maximlevchenko/python-course-convolution-orb-detector-data-processing-2d-game

This repository contains a collection of projects developed during a university Python course. Each project explores different aspects of data processing, analysis, and computer vision.

2dgame bomberman-game computer-vision convolution harris-corner-detector image-processing keypoint-detection numpy pandas python statistical-analysis

Last synced: 30 Apr 2026

https://github.com/allen-reji/paddleocr-text-extraction-ml-model

Utilizes PaddleOCR and advanced image pre-processing techniques to extract product attributes from images.

amazon-ml-challenge image-processing machine-learning opencv paddleocr paddlepaddle pil text-extraction

Last synced: 01 May 2026

https://github.com/sohomm/imageenhancementformissions

Image Enhancement Digital Image Processing Computer Vision Deep Learning-based Image Restoration Convolutional Neural Networks (CNN) Super-Resolution Techniques Noise Reduction and Denoising Image Quality Improvement Python Programming TensorFlow / PyTorch (whichever you used) OpenCV & NumPy Evaluation Metrics: PSNR, SSIM Model Training

cnn computer-vision deep-learning drdo enhancement image-processing isro opencv

Last synced: 01 May 2026

https://github.com/tushar2704/plant_seedling_classification

This project focuses on the classification of plant seedlings using deep learning techniques. The goal is to develop a model that can accurately identify different types of plant species or determine the health status of seedlings based on input images.

artificial-intelligence classification data-science image-processing project python tushar2704

Last synced: 01 May 2026

https://github.com/lfgodoi/intelligent-spacecraft-pose-estimator

A computer vision solution based on digital image processing and neural networks for estimating the pose of known uncooperative spacecraft.

aerospace-engineering convolutional-neural-networks image-processing machine-learning spacecraft tensorflow

Last synced: 01 May 2026

https://github.com/arya-io/ai-background-changer

This repository contains the AI Background Changer app, built with Streamlit and the Cloudinary AI API. Users can upload images, customize backgrounds with prompts, and download the transformed results.

ai background-removal cloudinary computer-vision data-science deep-learning image-processing image-transformation machine-learning open-source python streamlit web-application

Last synced: 01 May 2026

https://github.com/fatihilhan42/fire-detection-using-haar-cascade-classifier-in-opencv-main

It is the Fire detection project with Arduino of our Computer Vision work with Opencv. In this project, when fire detection was detected using Opencv intelligence libraries, the LED on the Arduino burned, the detection text was printed on the buzzer and LCD screen. I tried to explain the details of the project step by step below.

ardunio-uno computer-vision fire-detection harrcascade image-processing opencv-python python3

Last synced: 30 Apr 2026

https://github.com/saurabhjalendra/deeplearning-cifar10-classifier

Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessing, model implementation, and comprehensive evaluation.

cifar10 computer-vision convolutional-neural-networks deep-learning image-classification image-processing tensorflow transfer-learning

Last synced: 01 May 2026

https://github.com/arif-miad/brain-tumor-mri-image-dataset-object-detection-and-localization

brain cnn-classification data-science deep-learning healthcare image-processing keras-tensorflow python seaborn sklearn

Last synced: 01 May 2026

https://github.com/darshanakgr/meanfiltergpu

A gpu implementation of mean filter in CUDA

c cuda image-processing

Last synced: 01 May 2026

https://github.com/dafwa/aplikasi-incer

Real-time Image Processing & Face Segmentation Web App built with FastAPI, MediaPipe, and OpenCV. Features transparent background removal, face mesh visualization, and structural analysis.

fastapi image-processing mediapipe python

Last synced: 29 Apr 2026

https://github.com/sairupeshl/c-image-processor

A command-line application in C to apply visual filters (Grayscale, Reflection, Box Blur, and Edge Detection) to 24-bit BMP images

c image-processing

Last synced: 08 Jun 2026

https://github.com/anshlulla/image-segmentation-for-self-driving-cars

Segmenting various features of the road to make it easier for self-driving cars to take decisions by using image processing techniques and a U-Net Neural Network

image-processing image-segmentation python self-driving-cars tensorflow

Last synced: 01 May 2026

https://github.com/sarahloree/project-5--plant-seedling-classification

This is the fifth project I completed as part of the Introduction to Computer Vision Module from my post-graduate certification in AI/ Machine Learning from University of Texas' McCombs School of Business.

convolutional-neural-networks image-processing keras tensorflow transfer-learning

Last synced: 01 May 2026

https://github.com/jonasagx/nephos

Análise comparativa de algoritmos para criação de mapas de campos de vento

experiment image-processing opencv

Last synced: 01 May 2026

https://github.com/shivshah19/image-converter

An image converter tool that converts PNG/JPG images to WebP format, offering options to download individual files or all converted images as a ZIP. Simple and easy to use.

image-processing python streamlit

Last synced: 01 May 2026

https://github.com/x-nimesh/panoramer-dockerized

Panoramer is a cutting-edge panoramic image stitching web application designed to transform your images into stunning, professional-quality panoramas. Whether you're a seasoned photographer or a hobbyist, Panoramer's intuitive interface and precise alignment tools make it easy for users of all skill levels to create seamless panoramas.

flask image-processing numpy python react

Last synced: 29 Apr 2026

https://github.com/mert-byrktr/annoy-image-similarity

Toy project for basic image search engine. Just for dog images now, can be further extended.

annoy fastapi image image-processing search-engine

Last synced: 04 May 2026

https://github.com/fstark/png2mo5

Convert any PNG to a Thomson MO5 image — CIELAB dithering, ZX0 compression, 6809 viewer, cassette tape output. C++23.

6809 6809-assembly color-quantization color-quantization-algorithms dithering image-processing mo5 retro-computing thomson thomson-mo5 vintage-computer vintage-computers

Last synced: 13 Jun 2026

https://github.com/aayushinit/aibackgroundsubtractor

Real-time background subtraction using OpenCV + Flask with switchable detection algorithms and stylish frontend

ai-project background-subtraction computer-vision flask image-processing knn mog2 opencv python realtime tailwindcss video-processing webcam

Last synced: 29 Apr 2026

https://github.com/jayantita/opencv-image-processing

Color Detection using OpenCV Python

image-processing opencv python

Last synced: 29 Apr 2026

https://github.com/dangnh0611/unet_for_id_card

ID card localization using U-Net architecture

deep-learning image-processing image-segmentation keras tensorflow

Last synced: 01 May 2026

https://github.com/r3dacted42/dip-filter-thresh-gui

assignment made for a digital image processing course

image-processing opencv pyqt5

Last synced: 29 Apr 2026

https://github.com/ismielabir/image-to-painter

Transform photos into art with 8 styles

image-processing oil-painting pencil-sketch photo-to-art watercolor-effect

Last synced: 25 Apr 2026

https://github.com/mathusanm6/blur-image

A Python tool for blurring images pixel by pixel using mathematical algorithms and also providing an approximate solution for sharpening the blurred image.

blind-richardson-lucy blur convolve image image-processing kernel-convolution richardson-lucy-deconvolution scipy sharpen sharpen-image

Last synced: 29 Apr 2026

https://github.com/driftingruby/077-cropping-images-with-jcrop

Extend your image upload functionality with JCrop. Learn to redirect the user to a crop page once they have uploaded their image and save versions of the cropped images.

image-crop image-processing image-upload ruby-on-rails

Last synced: 29 Apr 2026

https://github.com/jcaperella29/dicom_processing_flask_app

🏥 DICOM Flask App – AI-Powered Lesion Detection A Flask-based web app for uploading, processing, and analyzing DICOM medical images. Uses DeepLesion (Faster R-CNN) for lesion detection and ResNet50 for classification. Features a multi-tab UI with sidebar navigation. A sample DICOM file is included for testing!

ai-healthcare computer-vision dicom faster-rcnn flask healthcare-ai image-processing lesion-detection medical-imaging python pytorch radiology reset

Last synced: 01 May 2026

https://github.com/amira921/filters-image-processing

Applying digital image processing techniques to enhance images.

arithmatic-functions averaging-filter filters histogram-equalization histogram-processing-techniques image-processing intensity-transform laplace-transform max-filter median-filter min-filter sharpening-filters smoothing-filters weighted-average-filter

Last synced: 14 Jun 2026

https://github.com/adityasreevatsak/useful-code-snippets

Useful-Code-Snippets is a collection of practical and reusable code snippets for various everyday programming tasks. It serves as a handy reference for automating, optimising, and simplifying common operations across different domains.

automation file-handling git image-processing python regex

Last synced: 02 May 2026

https://github.com/laszlokorte/canny-notebook

Numpy Canny Edge detector implementation to visualize each step

canny-edge-detection image-processing jupyter-notebook numpy

Last synced: 02 May 2026

https://github.com/sccanright/varifocal_pix2pix

Binocular imaging system using EDoF and varifocal lenses with a modified Pix2Pix model to generate synthetic focal stacks.

computer-vision deep-learning edof focal-stack generative-adversarial-network image-generation image-processing pix2pix python3 pytorch

Last synced: 29 Apr 2026

https://github.com/aniketparate/surface-thermal-temp-prediction

Surface Temperature Prediction using Thermal Images

extraction image-processing ml python

Last synced: 02 May 2026

https://github.com/subhranil002/image-processing-matlab

This repository covers the basics of image processing using MATLAB. Includes 10 problems and solutions with corresponding MATLAB files. Ideal for beginners in image processing ... ❤️

butterworth-filter digital-image-analysis digital-image-processing filtering-techniques gaussian-smoothing image-adjustment image-analysis image-processing matlab motion-blur

Last synced: 14 Jun 2026

https://github.com/sumedhe/play-with-opencv

Few image processing samples using OpenCV

cpp image image-processing opencv

Last synced: 02 May 2026

https://github.com/haykalaul/paleografi-voc-app

Image Processing Web Apps

image-processing image-recognition morfologi webapp

Last synced: 02 May 2026

https://github.com/bryanwilhite/guido-van-r-snake

my self-educational coils of Python (pronounced 🧶 “throat-wobbler mangrove” 🐍)

anaconda audio-analysis audio-processing beautifulsoup data-science data-visualization image-processing jupyter-notebook python python-3 visual-studio-code

Last synced: 29 Apr 2026

https://github.com/giog97/mean_shift_image_segmentation_openmp

Performance comparison of sequential and parallel OpenMP MeanShift for image segmentation.

image-processing mean-shift opencv openmp parallel-computing parallel-programming

Last synced: 08 Jun 2026

https://github.com/sergeipapina/searchsmd

opencv python base utility, search an component image in PCB image with rotation and scale

image-classification image-processing opencv python3

Last synced: 29 Apr 2026

https://github.com/blueskyson/image-blending-opencv

A simple example of blending 2 images with OpenCV

image-blending image-processing opencv python

Last synced: 02 May 2026

https://github.com/arda-guler/image_tools

Some Python image effects, filters, processing tools

color image image-processing python rgb

Last synced: 02 May 2026

https://github.com/the-pinbo/image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

autoencoder bsd500 dataset denoising denoising-autoencoders gaussian-noise image-data-generator image-processing image-restoration noise2noise rednet tensorflow unet

Last synced: 02 May 2026

https://github.com/virgiledjimgou/deep-learning-opencv_3

the Main Purpose of these Project is to Classifying / recognise images using deep learning and OpenCV . here i have implemented Python script that will use OpenCV dnn Module , Caffe Deep Learning Frameworks and MobilelNet (pre-trained on ImageNet) to classify and recognise images.

caffe classification deep-learning dnn image-processing opencv python

Last synced: 26 Apr 2026

https://github.com/giog97/histogram_equalization_cuda

Performance comparison of sequential and parallel CUDA Histogram Equalization for image contrast enhancement.

cuda cuda-kernels cuda-programming histogram-equalization image-processing parallel-computing parallel-programming

Last synced: 29 Apr 2026

https://github.com/ladbaby/image2sketch

🖼️ A simple program that converts the input image into sketch, written in Python and use Kivy as frontend.

android buildozer image-processing kivy opencv scut sketch windows

Last synced: 02 May 2026

https://github.com/snigdho8869/computer-vision-projects

Explore diverse computer vision projects using Transfer Learning(TL), Convolutional Neural Networks (CNN), Autoencoder and more in this collaborative repository

autoencoder cnn cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning detection encoder-decoder-model image-classification image-processing inception-resnet-v2 inceptionv3 keras mobilenetv2 opencv recognition tensorflow transfer-learning yolov3

Last synced: 02 May 2026

https://github.com/mattravenhall/customcam

Extendable webcam customisation in Python.

face-detection image-processing mediapipe opencv-python v4l2loopback webcam webcam-background

Last synced: 29 Apr 2026

https://github.com/dho-rae/emotion-detector

A facial expression recognition system that identifies emotions in real-time video and images using deep learning. Trained on the FER-2013 dataset, this program utilizes TensorFlow/Keras to classify emotions into Angry, Disgust, Fear, Happy, Sad, Surprise, and Neutral. It features OpenCV for face detection and a Tkinter GUI for easy interaction.

artificial-intelligence computer-vision deep-learning emotion-detection facial-recognition gui-application image-processing machine-learning python real-time-processing

Last synced: 02 May 2026

https://github.com/dabirdwell/gifio

Gifio — a free, private GIF maker that runs entirely in your browser. No uploads, no servers, no accounts.

browser-based creative-tools gif gif-maker image-processing javascript no-dependencies privacy

Last synced: 14 Jun 2026

https://github.com/opifexm/converter-to-text

The program image-to-text conversion

image-processing java webserver

Last synced: 09 Jun 2026

https://github.com/ikarthikgraj/counterfeit-currency_detection

This repository contains a MATLAB implementation for detecting fake currency notes using digital image processing and machine learning. The system uses texture and statistical feature extraction from currency images and applies Support Vector Machines (SVM) to classify notes as genuine or fake.

image-processing machine-learning matlab

Last synced: 09 Jun 2026

https://github.com/mpolinowski/opencv-with-images

OpenCV Image Processing

image-processing opencv2 python3

Last synced: 28 Jun 2026

https://github.com/filiprokita/fclick

FCLICK is a Python script that automates mouse clicking by detecting a change in pixel color on the screen. The script waits for a specified start button press to begin monitoring the pixel color at the current mouse position. Once the pixel color changes, the script sends a left mouse click to that position.

automation gui image-processing keyboard-input mosue-click mouse mouse-automation python python3 useful utilities windows

Last synced: 29 Apr 2026

https://github.com/himalayaashish/cloaktrick

This project demonstrates the use of OpenCV and computer vision techniques to create a "cloak effect," similar to the invisibility cloak from Harry Potter. The system captures live video using a webcam and detects a specific color range to create the illusion of making the person wearing that color invisible.

computer-vision image-processing opencv

Last synced: 29 Apr 2026

https://github.com/gsaini/opencv-use-cases

A Python-based project for removing image backgrounds using OpenCV, featuring both simple threshold-based and advanced GrabCut algorithms. Includes a user-friendly Streamlit web interface for interactive processing.

computer-vision image-processing opencv pillow pillow-library python straml

Last synced: 14 Jun 2026

https://github.com/caiotaavares/painter

Simple image editor and raster graphics editor with Qt6 and c++

cpp image-processing qt5

Last synced: 03 May 2026

https://github.com/vyasdeepti/food-classification-using-yolo11

Objective: To classify food images in different food categories using pre-trained YOLO11 model

classification-model data-visualization deep-learning deep-neural-networks image-classification image-processing jupyter-notebook python-3 ultralytics virtual-environment yolo11 yolo11s

Last synced: 29 Apr 2026

https://github.com/chrynan/imagery

Components and utilities for working with images in Kotlin.

image image-processing kotlin kotlin-library kotlin-multi-platform kotlin-multiplatform kotlin-multiplatform-library

Last synced: 19 Oct 2025

https://github.com/hilcj/vrsubtitlemaker

VR 3D 360 Subtitle Maker

image-processing kivy opencv video-processing virtual-reality

Last synced: 19 Oct 2025

https://github.com/iberisoft/ippi

Some functions of Intel IPP, the imaging part

image-processing ipp

Last synced: 05 Mar 2026

https://github.com/spikehd/cvhero

Automate playing Clone Hero using OpenCV

guitar-hero image-processing opencv

Last synced: 11 Apr 2026

https://github.com/willxxy/glitch-rust

[Rust] Implementation of glitch (https://github.com/jpoz/glitch) in rust.

image-processing rust rust-lang

Last synced: 18 Oct 2025

https://github.com/jacotay7/shmpipeline

A tool for building and managing high performance CPU/GPU shared-memory compute pipelines. Ideal for real-time control and image processing applications

adaptive-optics image-processing pipeline real-time-control shared-memory

Last synced: 01 Jun 2026

https://github.com/simarsingh24/barcodedetector-app

Android app module for barcode detection

android barcode-scanner image-processing

Last synced: 17 Apr 2026

https://github.com/anirudh1905/opencv

Computer Vision related data

cnn image-processing opencv python

Last synced: 15 Jun 2026

https://github.com/wonderingaboutai/image-captions

This Python script uses OpenAI's GPT-4-Turbo model to generate image captions and then store captions and file names into a .csv file. It's useful if you need to generate numerous captions for updating alt tags on your website, training machine learning models, etc.

captions computer-vision gpt-3 gpt-4 image-captions image-processing image-processing-python

Last synced: 01 Jun 2026

https://github.com/shaymorad/lightricks-home-assignment

My implementation of the home assignment given by the company Lightricks.

cli-app home-assignment image-processing json jsonschema python3

Last synced: 06 May 2026

https://github.com/souvik150/emerops

DevJams'22 Project in the Professional tools category

dart expressjs flutter image-processing machine-learning medical mongodb-database nlp nodejs reactjs tailwindcss

Last synced: 02 Apr 2026

https://github.com/christiansassi/signal-image-and-video-project

Project developed by Pietro Bologna (@bolognapietro) and Christian Sassi for the Signal, Image and Video course.

image-processing mri-segmentation numpy opencv python

Last synced: 06 May 2026

https://github.com/melvinmo/computer-vision-for-intelligent-transportation-systems

My computer vision project report describes techniques for automated quality control in intelligent transportation systems using PCA, SVM, deep learning, and shape context descriptors.

cnn computer-vision deep-learning image-processing pca shape-context-descriptor svm-classifier

Last synced: 24 Feb 2026

https://github.com/guntas-13/blog

Explore the quarto rendered notebooks written on fine topics ;)

blog computer-vision image-processing machine-learning neural-networks

Last synced: 15 Oct 2025

https://github.com/lofilogic/flashback-raw-editor

Custom RAW image processor and UI for the Flashback one35 v2 camera.

image-processing numba opencv pyside6 python raw-processing rawpy wip

Last synced: 20 Apr 2026

https://github.com/kanishknavale/mapping-synthetic-correspondences-in-an-image-pair

This repository implements a method to map image correspondence from image pair augmentations.

computer-vision correspondence-tool correspondences dense-object-nets image-augmentation image-processing opencv python3 pytorch pytorch-implementation

Last synced: 06 May 2026

https://github.com/raamyy/image-processing-tasks

This repo will contain my implmentations for Image Processing course tasks

image-processing pillow

Last synced: 14 Oct 2025

https://github.com/turnert2005/artefex

Neural forensic restoration - diagnose and reverse media degradation chains

cli forensics image-processing image-quality image-restoration jpeg neural-network onnx python steganography

Last synced: 02 Apr 2026

https://github.com/djdhairya/image-detection

cv2 image-processing object-detection object-oriented-programming opencv yolov8

Last synced: 17 Apr 2026

https://github.com/nir3x/screengrabber.cpp

ScreenGrabber.cpp - Library for Capturing Screens on Windows Systems

c-plus-plus cpp gdi-plus image-encoder image-processing monitor-information screen-capture windows-api

Last synced: 10 Jun 2026

https://github.com/salvatorecorvaglia/image-processing

Multispectral image analysis for precision agriculture with drone. Volume clustering, NDVI index and index clustering

clustering drone image-processing ndvi ndvi-index

Last synced: 27 Jan 2026

https://github.com/indivisual-eyes/indivisual-eyes-frontend

App to make photos easier to see for color blind individuals

app color flutter image-processing

Last synced: 17 Apr 2026

https://github.com/nikvoronin/k-means-plus-plus

Multithreaded K-Means and K-Means++ clustering algorithms with multidimensional vectors. Charged with example of image palette extraction.

accent-colors clustering-algorithm csharp dominant-colors dotnet image-palette image-processing k-means k-means-clustering

Last synced: 17 Apr 2026

https://github.com/fatihilhan42/lane-line-detection-with-python

In this project you will detect lane lines in images using Python and OpenCV. OpenCV means "Open-Source Computer Vision", which is a package that has many useful tools for analyzing images.

image-processing line-detection numpy opencv python

Last synced: 06 May 2026

https://github.com/notkamui/imagecompressor

Image Compressor and Reader made in C

c image-compression image-processing

Last synced: 14 Oct 2025

https://github.com/abdelrahmanbonna/imgproject

Matlab Image processing project

image image-processing matlab

Last synced: 03 Apr 2026

https://github.com/katahiromz/myname

ワガナ（ワードガゾーナラベ）

image-arrange image-processing japanese microsoft-word pyinstaller python python3 tkinter windows windows-10 windows-11 winword

Last synced: 20 Feb 2026

https://github.com/albertomarquillas/face-anonymizer

Privacy-focused face anonymization tool using OpenCV and MediaPipe with blur, pixelate, and emoji modes. Portfolio-ready with CLI, docs, and tests.

cli-tool computer-vision face-detection image-processing mediapipe opencv privacy python

Last synced: 07 May 2026

https://github.com/meerantajalli/qr-code-generator-for-urls

This is a simple Node.js-based QR Code Generator that converts any given URL into a QR code image. The application prompts the user to enter a URL, generates a QR code for it, and saves both the QR image and the entered URL in a text file.

cli-tool command-line-tool image-processing javascript nodejs npm opens qr-image qrcode-generator url-to-qrcode

Last synced: 17 Apr 2026

https://github.com/abdelrahman-amen/resnet50-from_scratch_and_built_in

ResNet-50, with 50 layers, excels in image classification by addressing the vanishing gradient problem. Skip connections facilitate seamless information flow, empowering the model for intricate feature learning. Its unique architecture makes ResNet-50 a robust choice for complex pattern recognition.

image-processing keras python resnet-50 seaborn skit-learn tensorflow