tcfkaj/CLIP-ODS

CLIP Object Detection, search object on image using natural language #Zeroshot #Unsupervised #CLIP #ODS

[CLIP ODS] CLIP Object Detection & Segmentation

This repo is about a simple add-on over CLIP by OpenAI for Unsupervised Object Detection (Zeroshot). You can search bounding boxes and some regions of objects using NATURAL LANGUAGE UNDERSTANDING - no classes, only text.

INSTALLING

pip install clip_ods

Minimal Examples

• ClipDetectionV0:
• ClipDetectionV1 (with simple segmentation):

V0:

Authors:

• Alex Shonenkov
• Sergey Shtekhin
• Denis Karachev

Supported by:

• OCRV
• RZD