Clojure wrapper for Clarifai API.
NOTE: Currently limited to:
- Predict API (i.e. no Search, Train, etc. APIs) and
- hosted images and videos (i.e. you must provide an image or video URL).
Add clarifai-clj to your Leiningen project.clj as a :dependency:
[clarifai-clj "1.0.0"]Include clarifai-clj in your namespace:
(:require [clarifai-clj.core :as clarifai])
Getting concepts for an image:
(def my-api-key "123456789") ; use your real one :-)
(def model-to-use :general) ; see clarifai-clj.models for supported models list
(def image-to-process "https://samples.clarifai.com/metro-north.jpg")
(clarifai/concepts my-api-key model-to-use image-to-process)
;=> ({:name "train", :value 0.9987074}
; {:name "railway", :value 0.9971303}
; {:name "transportation system", :value 0.9954438}
; {:name "locomotive", :value 0.9914662}
; ...)Getting concepts for a video:
(def video-to-process "https://samples.clarifai.com/beer.mp4")
(def concepts-from-video
(clarifai/video-concepts my-api-key model-to-use image-to-process))
;; Clarifai provides a list of concepts for each video frame:
(first concepts-from-video)
;=> {:frame {:index 0, :time 0},
; :concepts ({:name "drink", :value 0.9850012}
; {:name "glass", :value 0.9776815}
; {:name "alcohol", :value 0.9754255}
; ...)}
(second concepts-from-video)
;=> {:frame {:index 1, :time 1000},
; :concepts ({:name "drink", :value 0.9850012}
; ...)}
(last concepts-from-video)
;=> {:frame {:index 8, :time 8000},
; :concepts ({:name "foam", :value 0.9974463}
; {:name "beer", :value 0.9749906}
; {:name "no person", :value 0.9728426}
; {:name "drink", :value 0.96293694}
; ...)}Note that, for video, Clarifai only supports a subset of its public models.
Please visit Clarifai Predict API.
- add support for pagination
- add support for Search, Train, Evaluate, Feedback and Workflow APIs
Eclipse License.