{"id":26759556,"url":"https://github.com/snigdho8869/computer-vision-projects","last_synced_at":"2026-05-02T11:37:19.505Z","repository":{"id":203939565,"uuid":"710741406","full_name":"Snigdho8869/Computer-Vision-Projects","owner":"Snigdho8869","description":"Explore diverse computer vision projects using Transfer Learning(TL), Convolutional Neural Networks (CNN), Autoencoder and more in this collaborative repository","archived":false,"fork":false,"pushed_at":"2023-11-30T11:11:34.000Z","size":34064,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-01-25T18:46:57.575Z","etag":null,"topics":["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"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Snigdho8869.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2023-10-27T10:41:15.000Z","updated_at":"2023-11-27T12:44:43.000Z","dependencies_parsed_at":"2023-12-13T17:47:31.604Z","dependency_job_id":null,"html_url":"https://github.com/Snigdho8869/Computer-Vision-Projects","commit_stats":{"total_commits":39,"total_committers":1,"mean_commits":39.0,"dds":0.0,"last_synced_commit":"372b9d32051d6cf5850f16a0eb9936312cc952e5"},"previous_names":["snigdho8869/computer-vision-projects"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snigdho8869%2FComputer-Vision-Projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snigdho8869%2FComputer-Vision-Projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snigdho8869%2FComputer-Vision-Projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snigdho8869%2FComputer-Vision-Projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Snigdho8869","download_url":"https://codeload.github.com/Snigdho8869/Computer-Vision-Projects/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246068306,"owners_count":20718503,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["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"],"created_at":"2025-03-28T17:19:13.739Z","updated_at":"2026-05-02T11:37:14.484Z","avatar_url":"https://github.com/Snigdho8869.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Computer Vision Projects\nThis repository hosts a collection of computer vision projects using deep learning techniques, focusing on various real-world applications. Each project is designed to demonstrate the power of transfer learning and convolutional neural networks (CNN) in solving practical problems. Here's what you'll find in this repository:\n\n## Project Highlights:\n\n- **Cataract Detection:**\n  Detect cataracts in eye images using pre-trained models and fine-tuning.\n\n- **Traffic Sign Detection:**\nIdentify and classify traffic signs from images for improved road safety.\n\n- **Pneumonia Detection:**\nUtilize deep learning to diagnose pneumonia from chest X-ray images.\n\n- **Emotion Detection:**\nBuild models to recognize and classify emotions from facial expressions.\n\n- **MNIST Digit Classification:**\nDevelop a model to classify handwritten digits from the MNIST dataset, a fundamental task for beginners in computer vision.\n\n- **Driver Drowsiness Detection:**\n  Enhance road safety with Driver Drowsiness Detection! Utilize Transfer Learning and Convolutional Neural Networks with Parallel Convolution Architecture to identify and classify driver drowsiness.\n\n- **Eye Diseases:**\n    Contribute to healthcare with a deep learning project focused on classifying eye diseases. Employ Convolutional Neural Networks (CNNs), including those with a Parallel Convolution Architecture, for accurate disease classification.\n\n- **Lane Detection for Autonomous Vehicles:**\n    Contribute to the development of autonomous vehicles with a lane detection algorithm using computer vision techniques. Highlight detected lanes on the road, providing a visual representation crucial for vehicle navigation and safety.\n\n- **Object Detection Using YOLOv3:**\n  Experience the speed and accuracy of the YOLOv3 algorithm for real-time object detection. This repository provides code for implementing object detection and showcases the versatility of YOLOv3 in identifying and tracking various objects.\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsnigdho8869%2Fcomputer-vision-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsnigdho8869%2Fcomputer-vision-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsnigdho8869%2Fcomputer-vision-projects/lists"}