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YOLOv7 Model ONNX

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@levipereira levipereira released this 09 Feb 15:50
· 3 commits to master since this release

YOLOv7 Model ONNX Export Parameters

This release contains YOLOv7 models exported from the original yolov7.pt and yolov7_qat.pt using the following parameters:

  • Grid Export (--grid): Added Detect() Layer
  • End-to-End Export (--end2end): Enables end-to-end export. (Efficient NMS)
  • Dynamic Batch Export (--dynamic-batch/ dynamic): Uses dynamic batch export.
  • ONNX Simplification (--simplify): the ONNX Simplifier helps optimize and enhance the performance of ONNX models.
  • Top-k All 100 (--topk-all 100): Keeps the top 100 detections for all classes.
  • IOU Threshold 0.65 (--iou-thres 0.65): Sets the IOU (Intersection over Union) threshold to 0.65.
  • Confidence Threshold 0.35 (--conf-thres 0.35): Sets the confidence threshold to 0.35.
  • Input Image Size 640x640 (--img-size 640 640): Sets the input image size to 640x640 pixels.