{"library":"ttach","type":"library","category":null,"description":"Image test time augmentation for PyTorch. Wraps models to apply TTA transforms (flips, rotations, scaling) and aggregate predictions. Current version 0.0.3, last release April 2021. No recent updates; library is in maintenance mode.","language":"python","status":"maintenance","version":"0.0.3","tags":["test-time augmentation","TTA","PyTorch","image segmentation","classification"],"install":[{"cmd":"pip install ttach","imports":["from ttach import Compose"]}],"homepage":null,"github":"https://github.com/qubvel/ttach","docs":null,"changelog":null,"pypi":"https://pypi.org/project/ttach/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/ttach/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}