{"id":20041744,"url":"https://github.com/ajithvcoder/deep_mth_net","last_synced_at":"2026-05-12T14:42:29.618Z","repository":{"id":39723005,"uuid":"280793505","full_name":"ajithvcoder/Deep_MTH_Net","owner":"ajithvcoder","description":"Implementation of DeepMTH Net (Deep multi tower head Network) https://dl.acm.org/doi/abs/10.1145/3447450.3447470","archived":false,"fork":false,"pushed_at":"2023-03-24T23:36:30.000Z","size":50081,"stargazers_count":3,"open_issues_count":2,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-05T05:31:37.975Z","etag":null,"topics":["acm","classification","deeplearning","deepmth","personattribute"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ajithvcoder.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":"2020-07-19T04:47:16.000Z","updated_at":"2021-07-03T06:54:28.000Z","dependencies_parsed_at":"2024-01-05T18:38:25.202Z","dependency_job_id":null,"html_url":"https://github.com/ajithvcoder/Deep_MTH_Net","commit_stats":null,"previous_names":["ajithvcoder/deep_mth_net"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ajithvcoder/Deep_MTH_Net","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FDeep_MTH_Net","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FDeep_MTH_Net/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FDeep_MTH_Net/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FDeep_MTH_Net/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ajithvcoder","download_url":"https://codeload.github.com/ajithvcoder/Deep_MTH_Net/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FDeep_MTH_Net/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32944276,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-12T09:19:52.626Z","status":"ssl_error","status_checked_at":"2026-05-12T09:17:33.438Z","response_time":102,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["acm","classification","deeplearning","deepmth","personattribute"],"created_at":"2024-11-13T10:47:42.077Z","updated_at":"2026-05-12T14:42:29.601Z","avatar_url":"https://github.com/ajithvcoder.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"### DeepMTH Net - Deep Multi Tower Head network \n\nThis is Keras implementation of Deep Multi Tower Head network for the task of person attribute recognition\n\n[Perception of Deep Multi Tower Head Network on Person Attribute Recognition](https://dl.acm.org/doi/abs/10.1145/3447450.3447470), ICVIP 2020 \n\n**Dataset** - HA-TSAI - Human Attributes-The School of A.I\n\n### Architecture\n![Architecture](img/architecture.PNG)\n\n\n**Installation**\n\nCreating conda environment:\n\n    conda create -n ha-tsai python=3.6\n    conda activate ha-tsai\n\nInstalling requirements\n\n``` pip install requirements.txt ```\n\n**Traning model**\n\nTrain a model from scratch\n\n``` python main.py```\n\nTrain a model after certain epochs [To be done]\n\n``` python main.py --middle ```\n\nTest a trained model by loading weights [To be done]\n\n``` python test.py --modelpath ```\n\n\n### Visuvalize feature maps\n![Visuvalize](img/visual.JPG)\n\n\n### Credits\n\n- [Rohan Shravan ](https://in.linkedin.com/in/rohanshravan)\n- [The School of A.I](https://theschoolof.ai/)\n- Co Authors of paper\n\n### Cite\n\nPlease site our paper if you use this code in your own work:\n\n```\n@inproceedings{ajith2020deepmth,\n  title={Perception of Deep Multi Tower Head Network on Person Attribute Recognition},\n  author={Ajith Kumar V, Hammad Ali, Feng Sun, Deepjyoti Saha, IIlias Papachristos},\n  booktitle={The 4th International Conference on Video and Image Processing(ICVIP2020)},\n  year={2020}\n}\n\nKumar V A, Ali H, Sun F, et al. Perception of Deep Multi Tower Head Network on Person Attribute Recognition[C]//2020 The 4th International Conference on Video and Image Processing. 2020: 122-127.\n\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajithvcoder%2Fdeep_mth_net","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fajithvcoder%2Fdeep_mth_net","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajithvcoder%2Fdeep_mth_net/lists"}