[Relay][TensorFlow] Add ResizeNearestNeighbor and CropAndResize in tf converter#3393
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srkreddy1238 merged 1 commit intoapache:masterfrom Jun 25, 2019
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[Relay][TensorFlow] Add ResizeNearestNeighbor and CropAndResize in tf converter#3393srkreddy1238 merged 1 commit intoapache:masterfrom
srkreddy1238 merged 1 commit intoapache:masterfrom
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| def _impl(inputs, attr, params): | ||
| # input image is a 4-D tensor of shape [batch, image_height, image_width, depth] | ||
| # boxes is a 2-D tensor of shape [num_boxes, 4], 4 is for [y1, x1, y2, x2] | ||
| boxes = params.pop(inputs[1].name_hint).asnumpy() |
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Check if we have to infer it by any chance if not available in params ?
| crop_size = params.pop(inputs[3].name_hint).asnumpy().tolist() | ||
| method = attr['method'].decode() | ||
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| # 1) Crop |
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Any reason why boxes at 0 handled differently ?
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handled all boxes in a loop now.
| _test_forward_crop_and_resize([3, 11, 11, 3], | ||
| [[0, 0, 0.9, 0.9], [0.2, 0.2, 0.8, 0.8], [0, 0, 1, 1]], | ||
| [0, 1, 2], [3, 3]) | ||
| _test_forward_crop_and_resize([1, 16, 16, 3], [[0.2, 0.4, 0.8, 0.8]], [0], [3, 3]) |
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Please add test case by shuffling the box indicator.
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@srkreddy1238 have incorporated your comments, take a another look please |
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Thanks @yongwww . LGTM.
zhiics
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Add ResizeNearestNeighbor and CropAndResize. CropAndResize is a must for Mask-RCNN.