Metadata-Version: 2.1
Name: clip-ods
Version: 0.0.1rc2
Summary: This lib is about a simple add-on over CLIP by OpenAI for Unsupervised Object Detection (Zeroshot). You can search bounding boxes of objects using NATURAL LANGUAGE UNDERSTANDING - no classes, only text.
Home-page: UNKNOWN
Author: Alex Shonenkov
Author-email: shonenkov@phystech.edu
License: UNKNOWN
Description: 
        ## [CLIP ODS] CLIP Object Detection & Segmentation
        
        This repo is about a simple add-on over [CLIP by OpenAI](https://openai.com/blog/clip/) for Unsupervised Object Detection (Zeroshot).
        You can search bounding boxes and some regions of objects using NATURAL LANGUAGE UNDERSTANDING - no classes, only text.
        
        [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1273xNBDcbc4XGjJnnB3V8YoYU9aIcBIB?usp=sharing)
        
        ![](./pics/example-street-v1.png)
        ![](./pics/example-dog-v1.png)
        ![](./pics/example-dog-segm-v1.png)
        ![](./pics/example-rzhd-segm-v1.png)
        
        
        ## INSTALLING
        
        ```
        pip install clip_ods
        ```
        
        ## Minimal Examples 
        - **ClipDetectionV0:** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/13B9B1N_nPw1p8e5--F5MoLiXuJoKDKZN?usp=sharing)
        - **ClipDetectionV1 (with simple segmentation):** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1273xNBDcbc4XGjJnnB3V8YoYU9aIcBIB?usp=sharing)
        
        ## V0:
        
        ![](./pics/example-rzhd.png)
        ![](./pics/example-detection.png)
        
        ## Authors:
        
        - [Alex Shonenkov](https://www.kaggle.com/shonenkov)
        - [Sergey Shtekhin](https://www.kaggle.com/shse77)
        - [Denis Karachev](https://github.com/thedenk/)
        
        ## Supported by:
        - [OCRV](http://www.ocrv.ru/)
        - [RZD](https://eng.rzd.ru/)
        
        
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
