Try the Model

Use the widget below to experiment with CoDet. You can detect COCO classes such as people, vehicles, animals, household items.

Overview

CoDet is an open vocabulary zero-shot object detection model. The model was described in the "CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection" published by Chuofan Ma, Yi Jiang, Xin Wen, Zehuan Yuan, Xiaojuan Qi. The paper was submitted to NeurIPS2023.

CoDet License

CoDet

is licensed under a

Apache 2.0 License

license.

Performance

Deploy a CoDet API

You can use Roboflow Inference to deploy a

CoDet

API on your hardware. You can deploy the model on CPU (i.e. Raspberry Pi, AI PCs) and GPU devices (i.e. NVIDIA Jetson, NVIDIA T4).

Below are instructions on how to deploy your own model API.

Label Data Automatically with CoDet

You can automatically label a dataset using CoDet with help from Autodistill, an open source package for training computer vision models. You can label a folder of images automatically with only a few lines of code. Below, see our tutorials that demonstrate how to use CoDet to train a computer vision model.

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