{"repo":"jolibrain/deepdetect","free":true,"listed":false,"github":"https://github.com/jolibrain/deepdetect","clone":"git clone https://github.com/jolibrain/deepdetect.git","description":"Deep Learning Server and CLI for Torch and TensorRT","language":"C++","stars":2550,"topics":["deep-learning","machine-learning","caffe","xgboost","rest-api","tsne","object-detection","image-segmentation","image-classification","neural-nets"],"license":null,"category":"machine-learning","readme_excerpt":"Deep Learning Server and CLI DeepDetect is a deep learning runtime, command-line tool, and REST server for training and inference. The Python wheel embeds the DeepDetect runtime in the current Python environment and provides the deepdetect CLI for repeatable model workflows. The server remains available for long-running REST services, containerized serving, and integrations that need a dedicated process. DeepDetect focuses on practical model operations: create services, train models, run predictions, monitor jobs, and keep model repositories organized on the filesystem. It supports images, text, CSV/tabular data, time series, sparse/SVM-style data, object-detection boxes, and segmentation masks through a single API surface. Quickstart Install one wheel variant in a Python environment. deepdetect-cpu and deepdetect-gpu both provide import deepdetect , so they are mutually exclusive in the same environment. For a CUDA-enabled environment, install the GPU package instead: Inspect the packaged CLI profiles and command options: The first CLI profiles are: - yolox : object detection - segformer : semantic segmentation - torchvision-detector : managed PyTorch Faster R-CNN detection - external-pytorch-detector : external PyTorch detection worker entrypoint YAML config files make runs repeatable. The default examples are starting points; replace dataset, weight, and repository paths before using them for a real run. A minimal object-detection run can use the same tiny fixtures as the ","default_branch":null,"files":null,"tree":[],"storefront":"/r/jolibrain","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/jolibrain/deepdetect/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}