{"id":14936,"name":"pediatric_wrist_abnormality_detection-end-to-end-implementation","description":" This repository contains the official code for the paper \"Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models\". We achieved SOTA fracture detection results on GRAZPEDWRI-DX dataset. Also contains code for end-to-end application.","url":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","last_synced_at":"2025-09-04T22:36:50.285Z","repository":{"id":162295155,"uuid":"626484456","full_name":"ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","owner":"ammarlodhi255","description":" This repository contains the official code for the paper \"Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models\". We achieved SOTA fracture detection results on GRAZPEDWRI-DX dataset. Also contains code for end-to-end application.","archived":false,"fork":false,"pushed_at":"2024-08-23T19:14:46.000Z","size":47686,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-23T22:25:46.732Z","etag":null,"topics":["deep-learning","fracture","fracture-detection","object-detection","wrist","wrist-fracture","wrist-pathology-detection","yolov5","yolov6","yolov7","yolov8"],"latest_commit_sha":null,"homepage":"https://www.sciencedirect.com/science/article/pii/S1746809424002027","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/ammarlodhi255.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-04-11T14:59:46.000Z","updated_at":"2025-04-06T12:22:39.000Z","dependencies_parsed_at":"2024-03-07T17:01:56.925Z","dependency_job_id":"a81a76b9-9095-49f5-a957-dc4a0c89403a","html_url":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ammarlodhi255","download_url":"https://codeload.github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273684894,"owners_count":25149719,"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","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"ammarlodhi255","name":"Ammar Ahmed","uuid":"75213932","kind":"user","description":"A computer scientist at heart, interested in AI, software development, and space.","email":"","website":"https://www.youtube.com/channel/UCAh8QVO85NLQGj_RhYoTU1w/videos","location":"Sukkur, Pakistan","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/75213932?u=2717e8b37f72ad7631f10cc35eece89055faa1b2\u0026v=4","repositories_count":9,"last_synced_at":"2023-03-10T11:15:47.738Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ammarlodhi255","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-20T10:29:15.051Z","updated_at":"2023-03-10T11:15:47.751Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ammarlodhi255","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ammarlodhi255/repositories"},"packages":[],"commits":{"id":6082401,"full_name":"ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-17T05:19:49.891Z","updated_at":"2024-11-17T05:19:49.891Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.936Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","html_url":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation","last_synced_at":"2025-04-23T22:20:43.252Z","status":null,"issues_count":0,"pull_requests_count":5,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":63859.8,"issues_closed_count":0,"pull_requests_closed_count":5,"pull_request_authors_count":1,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":5,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-11-17T05:19:51.084Z","updated_at":"2025-09-01T04:51:27.332Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammarlodhi255%2Fpediatric_wrist_abnormality_detection-end-to-end-implementation/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{"CONTRIBUTOR":6},"issue_authors":{},"pull_request_authors":{"AbdulManaf12":6},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10082445,"issues_count":31251663,"pull_requests_count":96134747,"authors_count":10694148,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":4,"ForkEvent":1},"last_year":{"WatchEvent":4,"ForkEvent":1}},"keywords":["deep-learning","fracture","fracture-detection","object-detection","wrist","wrist-fracture","wrist-pathology-detection","yolov5","yolov6","yolov7","yolov8"],"dependencies":[{"ecosystem":"maven","filepath":"android-application-src/app/build.gradle","sha":null,"kind":"manifest","created_at":"2024-03-07T17:01:53.178Z","updated_at":"2024-03-07T17:01:53.178Z","repository_link":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation/blob/main/android-application-src/app/build.gradle","dependencies":[{"id":16666979395,"package_name":"androidx.core:core-ktx","ecosystem":"maven","requirements":"1.7.0","direct":true,"kind":"implementation","optional":false},{"id":16666979396,"package_name":"androidx.appcompat:appcompat","ecosystem":"maven","requirements":"1.5.1","direct":true,"kind":"implementation","optional":false},{"id":16666979397,"package_name":"com.google.android.material:material","ecosystem":"maven","requirements":"1.7.0","direct":true,"kind":"implementation","optional":false},{"id":16666979398,"package_name":"androidx.constraintlayout:constraintlayout","ecosystem":"maven","requirements":"2.1.4","direct":true,"kind":"implementation","optional":false},{"id":16666979399,"package_name":"junit:junit","ecosystem":"maven","requirements":"4.13.2","direct":true,"kind":"testImplementation","optional":false},{"id":16666979400,"package_name":"com.github.MikeOrtiz:TouchImageView","ecosystem":"maven","requirements":"1.4.1","direct":true,"kind":"implementation","optional":false},{"id":16666979709,"package_name":"androidx.appcompat:appcompat","ecosystem":"maven","requirements":"1.3.1","direct":true,"kind":"implementation","optional":false},{"id":16666979710,"package_name":"androidx.core:core-ktx","ecosystem":"maven","requirements":"1.6.0","direct":true,"kind":"implementation","optional":false},{"id":16666979711,"package_name":"androidx.webkit:webkit","ecosystem":"maven","requirements":"1.4.0","direct":true,"kind":"implementation","optional":false}]},{"ecosystem":"maven","filepath":"android-application-src/build.gradle","sha":null,"kind":"manifest","created_at":"2024-03-07T17:01:55.029Z","updated_at":"2024-03-07T17:01:55.029Z","repository_link":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation/blob/main/android-application-src/build.gradle","dependencies":[]},{"ecosystem":"pypi","filepath":"notebook/yolo_src/yolov6_src/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-07T17:01:55.036Z","updated_at":"2024-03-07T17:01:55.036Z","repository_link":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation/blob/main/notebook/yolo_src/yolov6_src/requirements.txt","dependencies":[{"id":16666979712,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":16666979713,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":16666979714,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.18.5","direct":true,"kind":"runtime","optional":false},{"id":16666979715,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.1.2","direct":true,"kind":"runtime","optional":false},{"id":16666979716,"package_name":"PyYAML","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":16666979717,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":16666979718,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.41.0","direct":true,"kind":"runtime","optional":false},{"id":16666979719,"package_name":"addict","ecosystem":"pypi","requirements":"\u003e=2.4.0","direct":true,"kind":"runtime","optional":false},{"id":16666979720,"package_name":"tensorboard","ecosystem":"pypi","requirements":"\u003e=2.7.0","direct":true,"kind":"runtime","optional":false},{"id":16666979721,"package_name":"pycocotools","ecosystem":"pypi","requirements":"\u003e=2.0","direct":true,"kind":"runtime","optional":false},{"id":16666979722,"package_name":"onnx","ecosystem":"pypi","requirements":"\u003e=1.10.0","direct":true,"kind":"runtime","optional":false},{"id":16666979723,"package_name":"onnx-simplifier","ecosystem":"pypi","requirements":"\u003e=0.3.6","direct":true,"kind":"runtime","optional":false},{"id":16666979724,"package_name":"thop","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"notebook/yolo_src/yolov6_src/tools/quantization/tensorrt/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-07T17:01:55.048Z","updated_at":"2024-03-07T17:01:55.048Z","repository_link":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation/blob/main/notebook/yolo_src/yolov6_src/tools/quantization/tensorrt/requirements.txt","dependencies":[{"id":16666979725,"package_name":"tensorrt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16666979726,"package_name":"pycuda","ecosystem":"pypi","requirements":"==2020.1","direct":true,"kind":"runtime","optional":false},{"id":16666979727,"package_name":"nvidia-pyindex","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16666979728,"package_name":"pytorch-quantization","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-07T17:01:55.056Z","updated_at":"2024-03-07T17:01:55.056Z","repository_link":"https://github.com/ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation/blob/main/requirements.txt","dependencies":[{"id":16666979729,"package_name":"flask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16666979730,"package_name":"ultralytics","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16666979731,"package_name":"pytorch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:45.796Z","updated_at":"2025-10-07T08:08:15.868Z","avatar_url":"https://github.com/ammarlodhi255.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/14936","html_url":"https://science.ecosyste.ms/projects/14936"}