https://github.com/pedrorgirardi/djl-clj

https://github.com/pedrorgirardi/djl-clj

Last synced: 9 days ago
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• Host: GitHub
• URL: https://github.com/pedrorgirardi/djl-clj
• Owner: pedrorgirardi
• Created: 2020-02-20T11:16:13.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-04-08T03:44:37.000Z (almost 5 years ago)
• Last Synced: 2024-11-17T13:49:40.851Z (2 months ago)
• Language: Clojure
• Size: 1.92 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# djl-clj

## Examples

### Single Shot (Object) Detection

```clojure

(with-open [model (load-model :ssd)

            predictor (predictor model)]

    (let [image (image-from-url (io/resource "soccer.png"))

          detections (predict predictor image)]

      (ImageVisualization/drawBoundingBoxes image detections)

      (ImageIO/write image "png" (File. "ssd.png"))))

```

### Bert QA

```clojure

(with-open [model (load-model {:application Application$NLP/QUESTION_ANSWER

                               :input QAInput

                               :output String

                               :progress (progress-bar)

                               :filter {"backbone" "bert"

                                        "dataset" "book_corpus_wiki_en_uncased"}})

            predictor (predictor model)]

    (let [input (QAInput.

                  "When did BBC Japan start broadcasting?"

                  "BBC Japan was a general entertainment Channel.

                   Which operated between December 2004 and April 2006.

                   It ceased operations after its Japanese distributor folded."

                  384)]

      (predict predictor input)))

;; => "[december, 2004]"

```

## Test

```

$ bin/test

```