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Awesome

An open API service indexing awesome lists of open source software.

Computer vision

Computer vision is an interdisciplinary field that deals with how computers can be made to gain high-level understanding of digital images and videos.

https://github.com/vmallela0/titanvision2020

Vision for FRC Techno Titans 2020 Infinite Recharge robot.

computer-vision first-robotics-competition openmv vision

Last synced: 23 Jul 2025

https://github.com/srlozano/msc-thesis-subject-driven-augmentation

Subject-Driven Generation Techniques for Stable Diffusion Model. A modern approach to data augmentation. Master's Thesis. Technical University of Denmark - DTU

computer-vision controlnet data-augmentation deep-learning dreambooth stable-diffusion text-to-image textual-inversion

Last synced: 05 May 2025

https://github.com/krisnasantosa15/realtime-bisindo-classification

The objective of this project is to classify the BISINDO (Bahasa Isyarat Indonesia) alphabet in real-time using hand landmarks detection and machine learning.

bisindo classification computer-vision machine-learning mediapipe mediapipe-hands opencv python sign-language-recognition

Last synced: 07 Mar 2026

https://github.com/basedrhys/ood-generalization

Code for the paper "When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations"

chest-xray-images chest-xrays computer-vision healthcare machine-learning

Last synced: 30 Oct 2025

https://github.com/sydney-informatics-hub/aigis

Tools for aerial and satellite imagery acquisition, processing, annotation, and analysis using artificial intelligence

aerial-imagery computer-vision geospatial gis python pytorch segmentation transformers

Last synced: 12 Jul 2025

https://github.com/neurotech-hq/nerve

A python library for doing pre-processing on image data for training computer vision models

computer-vision machine-learning opencv tanzania

Last synced: 15 Jun 2025

https://github.com/thequantscientist/cryptmage

[Financial Innovation] The official repo for the paper: "CryptMAGE: Vision Transformer for Intraday Cryptocurrency Time Series Price Movements Recognition".

binary-classification computer-vision irregular-time-series time-series-image-based-representations vision-transformer

Last synced: 18 Mar 2025

https://github.com/autodistill/autodistill-seggpt

SegGPT module for use with Autodistill

autodistill computer-vision seggpt

Last synced: 14 Jul 2025

https://github.com/sayakpaul/age-detection-of-indian-actors

The repository contains my experiments for a Hackathon problem by Analytics Vidhya

computer-vision deep-learning hackathon-problem

Last synced: 14 Oct 2025

https://github.com/yuneg11/laft

Official implementation of "Language-Assisted Feature Transformation for Anomaly Detection (ICLR 2025)"

anomaly-detection computer-vision vision-language-model

Last synced: 21 Jun 2025

https://github.com/sumanthratna/viewmask

A Python package and CLI to visualize image segmentation masks.

computational-biology computer-vision digital-pathology image-processing image-segmentation

Last synced: 27 Mar 2025

https://github.com/yurijmikhalevich/rtag

AI-Powered Command-Line Photo Tagging Tool

artificial-intelligence computer-vision image-tagging photography python

Last synced: 20 Mar 2025

https://github.com/blue-davinci/foovision

This project aims to identify and monitor players, referees, and footballs in video footage using YOLO, a top-tier AI object detection model. The model should be trained further to enhance its efficiency. Moreover, categorization of players into teams based on their jersey colors, using Kmeans for pixel segmentation and clustering can be added.

computer computer-vision football machine-learning python yolo

Last synced: 13 Apr 2025

https://github.com/aminehorseman/opencv-eldjmaa-live-coding

Computer vision tutorial during Eldjmaa Live Coding session of Sep 07th, 2019

algeria computer-vision live-coding livestream opencv opencv-python python tutorial

Last synced: 13 Apr 2025

https://github.com/h2co3/self-driving-cars-workshop

My implementation of https://www.meetup.com/Onjaro-Autokat-Budapesten-Self-Driving-Cars-in-Budapest/

artificial-intelligence computer-vision image-processing robotics

Last synced: 18 May 2026

https://github.com/eduardopach/skateai

Skateboard Tricks Classifier

computer-vision deep-learning pytorch

Last synced: 18 May 2026

https://github.com/armanx200/fruit-detector

๐Ÿ‡๐Ÿ” Fruit Detector: A machine learning model to identify fruits from images, powered by TensorFlow and Keras. Train the model, predict fruits, and explore the world of AI fruit recognition! ๐Ÿ“๐Ÿ

arman-kianian computer-vision data-preprocessing deep-learning image-recognition keras machine-learning neural-networks opencv python tensorflow

Last synced: 30 Apr 2025

https://github.com/sovit-123/video-recognition-using-deep-learning

This project uses deep learning and the PyTorch framework to detect sports action categories in videos in real-time. The neural network is a simple custom neural network built with PyTorch.

action-recognition computer-vision computer-vision-opencv convolutional-neural-networks deep-learning deep-neural-networks deeplearning-video-recognition neural-network pytorch

Last synced: 11 Apr 2025

https://github.com/recolude/landmark-recordings

A demo for building recordings from landmark information provided by media pipe

3d computer-vision

Last synced: 16 Jun 2025

https://github.com/memgonzales/mirror-segmentation

Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression

cnn cnn-compression computer-vision convolutional-neural-networks deep-learning efficientnet model-compression model-pruning object-detection object-segmentation pruning pytorch segmentation

Last synced: 27 Apr 2026

https://github.com/adammiltonbarker/inceptionflow

InceptionFlow is an object & facial recognition Python wrapper for the Tensorflow Imagenet example and integrates IoT connectivity using the TechBubble IoT JumpWay Python MQTT client.

artificial-intelligence computer-vision inception inception-architecture internet-of-things iot-jumpway mqtt

Last synced: 22 Apr 2025

https://github.com/yashkarthik/camera_mouse

Move your computer cursor with webcam.

computer-vision motion-tracking opencv python

Last synced: 09 May 2026

https://github.com/albertnieto/homogan

Building a conditioned GAN that generate faces in Tensorflow 2.0 and Keras.

artificial-intelligence computer-vision deep-learning generative-adversarial-network machine-learning neural-network

Last synced: 09 Apr 2025

https://github.com/dereklstinson/leeds2json

Functions that reference a json file created from leeds

computer-vision go leeds-sports machine-learning

Last synced: 04 Oct 2025

https://github.com/siyovush-hamidov/pneumonia-detection-computer-vision

๐Ÿฉบ Computer Vision model detecting viral or bacterial Pneumonia

computer-vision data-science python

Last synced: 26 Aug 2025

https://github.com/nathancy/stackoverflow

Top contributor for answering questions involving Python, OpenCV, Image Processing, and Computer Vision (31,000+ reputation and 500+ answers). Here are some of the more interesting answers provided https://stackoverflow.com/users/11162165/nathancy?tab=profile

computer-vision image image-processing ocr opencv opencv-python pyqt pyqtgraph python stackoverflow

Last synced: 28 Oct 2025

https://github.com/anidipta/vdvwc

Vehicle Detection in Various Weather Conditions

computer-vision deep-learning python3 yolov8

Last synced: 11 Apr 2025

https://github.com/kurtisdavid/metaorthogonalization

Code for Debiasing Convolutional Neural Networks via Meta Orthogonalization (NeuRIPS 2020 AFCI Workshop).

computer-vision deep-learning fairness-ml interpretability machine-learning

Last synced: 15 Aug 2025

https://github.com/rachine/visualplacerecognition

Visual Place Recognition Project

cnn-architecture computer-vision

Last synced: 29 Jun 2025

https://github.com/anubhav-bhargava/driver-drowsiness-detection

Computer Vision model to detect eyes and alert when the user is drowsy.

computer-vision detect-eyes driver-drowsiness-detection opencv python

Last synced: 29 Apr 2025

https://github.com/shadowaniket/attendance_using_face_recognition

Python-OpenCV-Django Face Recognition Attendance System Project For Marking Attendance Automatically On Facial Recognition Generally Used In College And Offices.

attendance-system automatic college-project computer-vision django face-recognition hacktoberfest hacktoberfest2024 machine-learning opencv proxy-feature python sqlite

Last synced: 26 Mar 2025

https://github.com/suryavamsi-p/diabetic-retinopathy-detection-with-resnet50

Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUCโ€”offering real-world potential in clinical diagnosis automation.

aptos2019 auc-evaluation clinical-decision-support cnn-model computer-vision data-augmentation deep-learning diabetic-retinopathy early-detection healthcare-ai image-classification keras medical-diagnosis medical-imaging multi-class-classification optical-imaging resnet50 retinal-image-analysis tensorflow transfer-learning

Last synced: 13 Apr 2026

https://github.com/christophermarais/barkandambrosiagallery

This is the development code for the webapp barkandambrosiagallery.org. It relies on the IBBI python package for AI.

ai biology-images cloud-computing computer-vision docker gpu-acceleration pixi taxonomy

Last synced: 16 Mar 2026

https://github.com/autodistill/autodistill-gemini

Use Gemini to auto-label images for use with Autodistill.

autodistill computer-vision gemini lmm

Last synced: 26 Sep 2025

https://github.com/liu42/surveillance

้ขๅ‘็›‘ๆŽง่ง†้ข‘็š„ๅผ‚ๅธธ่กŒไธบๆฃ€ๆต‹็ณป็ปŸ่ฎพ่ฎกใ€‚

anomaly-detection attention-mechanism computer-vision deep-learning element-ui flask mongodb nginx onnxruntime pytorch surveillance video-anomaly-detection vue

Last synced: 10 Apr 2026

https://github.com/opendatalab-raiser/awesome-world-model-evolution

A curated collection of research papers, models, and resources tracing the evolution from specialized models to unified world models.

artificial-intelligence awesome awesome-list benchmark computer-vision deep-learning generation sora spatial-temporal understanding unified-model unified-multimodal-models video-prediction world-model

Last synced: 05 Nov 2025

https://github.com/amitrajitbose/dog-breed-classifier

Intelligent deep learning model for dog breed classification classification

computer-vision deep-learning dog-breed-classifier image-classification object-detection pytorch

Last synced: 01 Nov 2025

https://github.com/eyuuab/frame_level_video_forgery_detaction

A Python project for detecting video tampering using frame difference analysis with OpenCV and NumPy. Includes anomaly detection and visualization tools.

computer-vision frame-difference numpy opencv tampering-detection

Last synced: 23 Apr 2025

https://github.com/peterqiu0516/mit-ml-autonomous-vehicle-workshop

An workshop on application of computer vision and machine learning to self-driving cars based on Python and ROS held at MIT.

cnn-classifier computer-vision opencv pid raspberry-pi ros self-driving-cars sklearn svm-classifier tensorflow

Last synced: 12 Apr 2026

https://github.com/khan-yin/kaggle-cassava-leaf-disease-classification

NoteBook for the competition "Cassava Leaf Disease Classification" held in Kaggle. Private Leaderboard 369/3900(Top10%) Bronze Medal

computer-vision jupyter-notebook kaggle pytorch

Last synced: 13 Oct 2025

https://github.com/Djthesinger/pcb-defect-detection

๐Ÿ› ๏ธ Detect and classify PCB defects automatically using YOLO11 for efficient quality control and enhanced manufacturing processes.

computer-vision convolutional-neural-networks cuda deepstream defect detection image-processing image-subtraction jupyter-notebook object-detection opencv pcb pcb-defect-detection pyhton snowflake-certified streamlit

Last synced: 12 Jul 2026

https://github.com/jonastoth/depth-conversions

Conversion of depth data to derived images that allow classical feature detection. My master thesis.

computer-vision depth-images feature-matching features-extraction laserscan visual-odom

Last synced: 07 Jan 2026

https://github.com/agamiko/100-days-of-code

My 100 days journey with coding to improve my Machine Learning, Deep Learning, Data Science skills

acoustics computer-vision data-science deep-learning image-processing machine-learning natural-language-processing neural-networks

Last synced: 05 Jan 2026

https://github.com/blurred-machine/cats-and-dogs

This repository consists of a CNN based Deep Learning project. The web interface will ask user to upload an image and will predict the class of image as "Cat" or "Dog".

categorization classification computer-vision deep-learning deployment gcp image-processing machine-learning python

Last synced: 27 Apr 2025

https://github.com/upc-virvig/padelvic

Padel-specific collection of datasets targeted to train and test computer vision applications on padel videos

computer-vision dataset deep-learning padel sports-analytics

Last synced: 11 Feb 2026

https://github.com/postspectacular/fidgen

Physics-based fiducial marker generator for reacTIVision based projects.

computer-vision fiducial-markers force-layout physics processing reactivision toxiclibs

Last synced: 06 Jan 2026

https://github.com/autodistill/autodistill-vlpart

VLPart model for use with Autodistill.

autodistill computer-vision object-detection vlpart

Last synced: 30 Aug 2025

https://github.com/omdxp/emgu-world

A GUI that contains the basic image processing operations using Emgu CV.

computer-vision emgu emgu-cv gui image-processing

Last synced: 29 Jun 2025

https://github.com/namandangi/wsi

Image Processing and CV on Whole Slide Images

camelyon16 computer-vision image-processing whole-slide-imaging wsi

Last synced: 02 May 2025

https://github.com/trandangtrungduc/basicdeeplearningtask

Code, Resources - Personal Project - CBD Robotics Company - August 1, 2021.

classification computer-vision deep-learning natural-language-processing

Last synced: 13 Jul 2025

https://github.com/niklashenning/hwd-1000-dataset

Dataset containing 1000 images of handwritten digits (0-9) in various widths and styles

classification computer-vision dataset digits handwriting-recognition image image-classification machine-learning

Last synced: 11 Jan 2026

https://github.com/tonywu71/image-matching-triplet-loss

Tensorflow implementation of Image Matching with Triplet Loss on the Tiny ImageNet dataset.

computer-vision image-matching tensorflow tiny-imagenet triplet-loss

Last synced: 25 Feb 2026

https://github.com/iamakashrout/knee-osteoarthritis-classification

Detection and Classification of Knee Osteoarthritis using Deep Learning Techniques

cnn computer-vision flask streamlit tensorflow

Last synced: 09 Apr 2025

https://github.com/choaib-elmadi/arduino-with-python

Explore the synergy of Arduino and Python programming! This repository guides you through seamless integration, from basics to advanced projects. Unlock endless possibilities in electronics and coding. Let's build together! ๐Ÿค–๐Ÿ’ป๐Ÿš€

ai arduino artificial-intelligence automation coding computer-vision cpp cprogramming cv deep-learning electronics python

Last synced: 15 Apr 2025

https://github.com/kudosscience/fer_and_ter_model

A comprehensive real-time emotion recognition system combining facial and textual analysis with Furhat robot integration for social robotics applications.

computer-vision deep-learning distilbert emotion-recognition facial-emotion-detection fer2013 furhat-robot machine-learning multimodal-fusion natural-language-processing opencv pytorch real-time-processing social-robotics text-emotion-detection

Last synced: 16 Jan 2026

https://github.com/neelanjan00/crop-ai

A diagnostic AI-enabled mobile app which is able to classify upto 38 different plant diseases ranging for 14 crops and vegetables. The application makes use of the VGG-Net CNN architecture for the purpose of multi-class classification of the images of infected plant leaves. The trained model was then deployed using a Flask backend server, along with a Flutter-based frontend mobile application to interact with the REST API.

computer-vision deep-learning flask python

Last synced: 25 Feb 2026

https://github.com/retkowsky/freeparkingspacewithazurecustomvision

Free Parking Space App With Azure Custom Vision

azure computer-vision

Last synced: 03 Jul 2025

https://github.com/anas436/ai-smart-attendance-system

A Face Recognition Web App for Smart Attendance System Using AI

artificial-intelligence computer-vision data-science face-recognition streamlit

Last synced: 16 Oct 2025

https://github.com/hemangjoshi37a/aicomputerinteractionlogger

Python tool for capturing and logging human-computer interactions. Generate rich datasets for training multi-modal LLMs in autonomous computer control. Features screenshot, mouse, keyboard, and audio recording.

ai-dataset ai-training audio-recording automation autonomous-control computer-interaction computer-vision dataset-generation human-computer-interaction input-logging machine-learning multi-modal-llm nlp screen-capture

Last synced: 15 Apr 2025

https://github.com/chagmgang/dinov2-remote-sensing

Implementation dino v2 for remote sensing with huggingface transformers

computer-vision deep-learning dino-v1 dino-v2 foundation-models remote-sensing transformers

Last synced: 22 Apr 2025

https://github.com/samiyaalizaidi/cod-with-yolov8-segmentation

Main Repository for the Paper Titled "Enhanced Camouflaged Object Detection for Agricultural Pest Management: Insights from Unified Benchmark Dataset Analysis"

camouflaged-object-detection computer-vision real-time yolov8-segmentation

Last synced: 31 Jul 2025

https://github.com/deeeelin/garden-guardian

An AI agent driven plant nursuring APP that supports beginners to experts in gardening tasks

agent chatbot computer-vision dart flutter gardening-app gpt-4o langchain long-term-memory

Last synced: 14 Apr 2025

https://github.com/aaaastark/genai-hub-space

Unlock peak productivity and navigate the GenAI-Hub-Space with confidence. This repository is your central hub for carefully curated AI tools, models, and learning resources designed to help developers, researchers, and professionals work smarter, not harder.

artificial-intelligence audio-processing automation autonomous-agents computer-vision data-science deep-learning generative-ai image-editing image-generation llm machine-learning music-generation natural-language-processing reinforcement-learning research-and-development speech-recognition speech-to-text text-to-speech voice-assistant

Last synced: 11 Apr 2026

https://github.com/nvti/resnet

An implementation of ResNet in tensorflow 2.0

computer-vision resnet tensorflow2

Last synced: 20 May 2026

https://github.com/muhkartal/slamai-istanbulcanyon

framework enhancing the robustness of visual odometry and SLAM in drone navigation through simulated urban canyon environments. Combines classical SLAM algorithms with deep learning-based feature enhancement, loop closure, and descriptor networks. Built on AirSim and ORB-SLAM3, tailored for GPS-denied, low-texture, and dynamically lit condition

airsim computer-vision drone localization mapping ml orb-slam3 python slam visual-odometry

Last synced: 15 Jul 2026

https://github.com/superbderrick/edgedetection

EdgeDetection with a low Image file.

computer-vision edge-detection edgedetection

Last synced: 04 Jan 2026

https://github.com/fpt-thaituan/traffic-sign-classification-using-transfer-learning-with-resnet152v2

Utilizing ResNet152V2 for Traffic Sign Classification: Achieve High Accuracy in Identifying 52 Sign Types with 99% Precision

classification cnn computer-vision resnet152v2 traffic-sign-classification transfer-learning

Last synced: 02 Aug 2025

https://github.com/krisharul26/autonomous-vehicle-running-with-line-navigation-and-object-detection-using-opencv-and-ai-techniques-

Mobility on a wide scale is moving towards complete automation. Though the technology for automating the vehicles already exists, these technologies must be optimised to fit the current environment. This project would be a scaled-down model of the Autonomous Car. By running these scaled-down models in the live streaming line detection using OpenCV.

computer-vision decisionmaking googlecolab navigation numpy-arrays object-detection oops-in-python opencv opencv-python python-3 raspberry-pi-4 raspberry-pi-camera tensorflow

Last synced: 28 Jan 2026

https://github.com/papachristoumarios/triton-fpr

:dolphin: A bioinformatics application for pattern recognition and morphometry of marine organisms implemented in Python, OpenCV, NumPy and Kivy and

computer-vision cross-platform kivy numpy opencv pattern-recognition

Last synced: 12 Apr 2026

https://github.com/dynle/japanese-emergency-vehicles-detection

A Transfer Learning Based Algorithm Using YOLOv7 for Active Emergency Vehicle Detection and Classification in Japan

computer-vision deep-learning emergency-vehicle-detection object-detection yolov7

Last synced: 07 May 2025

https://github.com/danifranco/timise

Toolbox for Identifying Mitochondria Instance Segmentation Errors

computer-vision deep-learning instance-segmentation machine-learning medical-imaging mitochondria statistics

Last synced: 27 Oct 2025

https://github.com/dngvmnh/trash_collecting_robot

The Trash Collecting Robot is an autonomous system utilizing computer vision for bottle detection and lidar algorithms for obstacle avoidance, aimed at addressing plastic pollution by efficiently collecting trash while navigating its environment.

arduino autonomous bottle-detection computer-vision electronics jetson-nano lidar obstacle-avoidance robot trash

Last synced: 14 Aug 2025

https://github.com/ShawonAshraf/annotated-jax

Deep Learning examples using the Jax ecosystem of libraries

computer-vision deep-learning flax jax nlp notebook-jupyter tutorial

Last synced: 14 Aug 2025

https://github.com/asmrcodez-yt/mini_python_projects

This repository is different from any other repository, because in this repository, all the projects have videos that you can watch on YouTube, and these projects were designed in such a way that they are practical.

computer-vision mini-projects python python-mini-projects python-tkinter python3 tkinter tkinter-project

Last synced: 25 Jul 2025

https://github.com/mamunul/face-alignment-clnf

CIDetector for face detection on this https://github.com/FaceAR/OpenFaceIOS project

computer-vision face-alignment face-detection ios macos opencv shape-prediction

Last synced: 05 Oct 2025

https://github.com/retkowsky/trafficflowanalysis

Traffic Flow Analysis example

azure azureml computer-vision

Last synced: 06 Oct 2025

https://github.com/neemiasbsilva/object-detection-opencv

This repository was created to show some techniques using Python and OpenCv

computer-vision object-detection opencv opencv-python template-matching

Last synced: 16 Apr 2025

Computer vision Awesome Lists
Awesome-pytorch-list 707 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 Awesome-Transformer-Attention 2,160 awesome_3DReconstruction_list 169 awesome-industrial-anomaly-detection 1,116 awesome-hand-pose-estimation 497 awesome-image-classification 220 Awesome-Crowd-Counting 468 awesome-human-pose-estimation 89 awesome-autonomous-vehicles 296 Awesome-World-Model 725 Awesome-Federated-Learning 558 Awesome-FL 4,069 awesome-low-light-image-enhancement 219 Awesome-pytorch-list-CNVersion 692 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-Implicit-NeRF-Robotics 191 iOS_ML 39 awesome-tensorflow-lite 110 CV-pretrained-model 103 awesome-attention-mechanism-in-cv 195 Awesome-Image-Colorization 150 awesome-grounding 157 openstl 43 Awesome-Open-Vocabulary 162 awesome-ai-awesomeness 236 awesome-capsule-networks 67 awesome-autonomous-vehicle 181 awesome-6d-object 600 awesome-multi-task-learning 233 awesome-robotics-3d 111 awesome-photogrammetry 90 awesome-open-data-centric-ai 56 awesome-ai-data-guided-projects 56 Awesome-Skeleton-based-Action-Recognition 104 Awesome-3D-Object-Detection 169 awesome-optical-flow 110 awesome-holistic-3d 129 awesome-data-annotation 93 Awesome-Parameter-Efficient-Transfer-Learning 124 awesome-panoptic-segmentation 45 awesome-computer-vision-models 189 awesome-state-of-depth-completion 71 awesome-robotics-datasets 79 awesome-nerf-editing 552 arctic 34 awesome-image-alignment-and-stitching 108 Awesome-Distributed-Deep-Learning 44 Awesome-Monocular-3D-detection 97
Computer vision Categories
Papers 4,715 fl in top-tier journal 3,256 Blogs 2,917 **Literature and Codes** 2,278 NLP 1,781 fl in top ml conference and journal 1,564 Conference Papers 1,280 Uncategorized 1,015 Citing 888 fl in top ai conference and journal 789 Image Classification / Backbone 732 fl in top cv conference and journal 673 ๐Ÿ—ƒ๏ธRecent Research 566 :bookmark_tabs: Research Papers 553 Computer Vision 545 Segmentation 522 Other World Model Paper 511 Datasets 510 100 + ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ ๐—Ÿ๐—ถ๐˜€๐˜ ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐—ผ๐—ฑ๐—ฒ 495 Detection 455