VisionAPI 0.1.0

VisionAPI - a Python library for GPT-Based Vision Models inference

VisionAPI 🚧

Hey there

This is a Work In Progress Project. The goal is to bring GPT-based Models to a simple API

How to use

Installation

pip install visionapi

Authentication

export OPENAI_API_KEY=<your key>

Image Inference

We can use an image url, local image path or numpy array to make an inference.

import VisionAPI

inference_endpoint = VisionAPI.Inference()

image = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"

prompt = "Describe the image"

response = inference_endpoint.image_inference(image, prompt)

print(response)

Video Inference

import VisionAPI

inference_endpoint = VisionAPI.Inference()

prompt = "These are frames from a video that I want to upload. Generate a compelling description that I can upload along with the video."

video = "video.mp4"

response = inference_endpoint.video_inference(video, prompt)

print(response)