{"id":17981913,"url":"https://github.com/icgy96/model-pivot","last_synced_at":"2025-03-25T18:31:35.178Z","repository":{"id":46036148,"uuid":"160684579","full_name":"iCGY96/Model-Pivot","owner":"iCGY96","description":"Model-Pivot is a model conversion and visualization tool to help users inter-operate among different deep learning frameworks. Convert models between PyTorch and Tensorflow.","archived":false,"fork":false,"pushed_at":"2021-12-11T09:13:54.000Z","size":2005,"stargazers_count":19,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-20T17:22:32.062Z","etag":null,"topics":["intermediate-representation","open-exchange","pytorch","tensorflow"],"latest_commit_sha":null,"homepage":"https://model-pivot.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iCGY96.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-12-06T14:14:58.000Z","updated_at":"2025-01-16T01:31:14.000Z","dependencies_parsed_at":"2022-09-06T02:11:09.707Z","dependency_job_id":null,"html_url":"https://github.com/iCGY96/Model-Pivot","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iCGY96%2FModel-Pivot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iCGY96%2FModel-Pivot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iCGY96%2FModel-Pivot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iCGY96%2FModel-Pivot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iCGY96","download_url":"https://codeload.github.com/iCGY96/Model-Pivot/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245520027,"owners_count":20628818,"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":["intermediate-representation","open-exchange","pytorch","tensorflow"],"created_at":"2024-10-29T18:12:24.194Z","updated_at":"2025-03-25T18:31:30.165Z","avatar_url":"https://github.com/iCGY96.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Model-Pivot\nModel-Pivot is a model conversion and visualization tool to help users inter-operate among different deep learning frameworks. Convert models between PyTorch and Tensorflow.\nIR is based on the National Information Technology Standardization ```Neural Network Representation and Model Compression Part 1: Convolution Neural Network``.\n\n## Requirments\n- tensorflow==1.8.0\n- pytorch==0.4.0\n- torchvision==0.2.0\n- protobuf\u003e=3.6.1\n- python\u003e=3.6\n- flask\n\n## How to deploy visualization on Web\nIf you want to access the deployed web page from an external network, you should first modify the *host* and *port* for the *./visualization/app.py* file.\n\nYou can deploy it on Web by running:\n```shell\npython app.py\n```\n\n## Model\nFramework | ResNet50 | Inception V3 | ShuffleNet | FCN | LSTM |\n:----------:|:----------:|:----------:|:----------:|:----------:|:----------:|\nTensorFlow | √ | √ | √ | √ | √ |\nPyTorch | √ | √ | √ | √ | √ | \n\n## Test for Tensorflow and PyTorch\n```shell\nCUDA_VSIBLE_DEVICES=0 python test.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficgy96%2Fmodel-pivot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ficgy96%2Fmodel-pivot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficgy96%2Fmodel-pivot/lists"}