ApulisVision is a high-level computer vision toolbox based on PyTorch. It supports several major computer vision tasks, including Image Classification, Object Detection, and Semantic Segmantation. ApulisVision is an open source project developed by ApulisTech.
The master branch works with PyTorch 1.3 to 1.5.
This project is released under the Apache 2.0 license.
Please refer to install.md for installation and dataset preparation.
Please see getting_started.md for the basic usage of ApulisVision. There are also tutorials for finetuning models, adding new dataset, designing data pipeline, and adding new modules.
For trouble shooting, please refer to trouble_shooting.md
We appreciate all contributions to improve ApulisVision. Please refer to CONTRIBUTING.md for the contributing guideline.
ApulisVision is an open source project that is contributed by researchers and engineers from various colleges and companies. We appreciate all the contributors who implement their methods or add new features, as well as users who give valuable feedbacks. We wish that the toolbox and benchmark could serve the growing research community by providing a flexible toolkit to reimplement existing methods and develop their own new classifiers, detectors and segmentors.
This repo is currently maintained by JianZheng Nie (@jianzhnie).