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ImageAI 2.0.2
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@OlafenwaMoses OlafenwaMoses released this 15 Jul 21:36
· 278 commits to master since this release
2.0.2
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Learn about vigilant mode.

This is a major ImageAI release that provides a wider range of APIs . This wheel is provided for Python 3.x .

What's new:

  • Bug Fixes

  • Option to state image size during custom image prediction model trainings

  • Object Detection and Video Object detection now returns bounding box coordinates ('box points') (x1,y1,x2, y2) for each object detected in addition to object's 'name' and 'percentage probability'

  • Options to hide 'percentage probability' and/or object 'name' from being shown in detected image or video - Support for video object detection on video live stream from device camera, connected camera and IP camera

  • Support for YOLOv3 and TinyYOLOv3 for all object detection and video object detection tasks. - Video object detection for all input types (video file and camera) now allows defining custom functions to execute after each frame, each second and each minute of the video is detected and processed. Also include option to specify custom function at once video is fully detected and processed

  • For each custom function specified, ImageAI returns the frame/seconds/minute/full video analysis of the detections that include the objects' details ( name , percentage probability, box_points), number of instance of each unique object detected (counts) and overall average count of the number of instance of each unique object detected in the case of second / minute / full video analysis

  • Options to return detected frame at every frame, second or minute processed as a Numpy array.

Assets 3