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zD+;|Tg<-;whYDagbf!q6mnu_Bz)6@|qy55*uHDWDt$P?!n{9Y7Bmrbu)&z;ysEQW#SZRa^pq7L)M?Py>Je E*+4%T#{d8T diff --git a/vision/aug/function.go b/vision/aug/function.go index c19713b..c3de4ba 100644 --- a/vision/aug/function.go +++ b/vision/aug/function.go @@ -1274,8 +1274,8 @@ func blurredDegenerateImage(img *ts.Tensor) *ts.Tensor { // kernel = torch.ones((3, 3), dtype=dtype, device=img.device) kernel := ts.MustOnes([]int64{3, 3}, dtype, device) - // kernel[1, 1] = 5.0 - Center kernel value - kernelView := kernel.MustNarrow(1, 1, 2, false) + // kernel[1, 1] = 5.0 + kernelView := kernel.MustNarrow(1, 1, 1, false).MustNarrow(0, 1, 1, true) centerVal := kernelView.MustOnesLike(false).MustMul1(ts.FloatScalar(5.0), true) kernelView.Copy_(centerVal) // center kernel value centerVal.MustDrop() @@ -1299,13 +1299,16 @@ func blurredDegenerateImage(img *ts.Tensor) *ts.Tensor { dilation := []int64{1, 1} resTmpDim := resTmp.MustSize() group := resTmpDim[len(resTmpDim)-3] + // resTmp1 shape: [1, 3, h, w] resTmp1 := ts.MustConv2d(resTmp, kernelExp, ts.NewTensor(), stride, padding, dilation, group) // result_tmp = _cast_squeeze_out(result_tmp, need_cast, need_squeeze, out_dtype) + // resTmp2 shape: [3, h, w] resTmp2 := castSqueezeOut(resTmp1, needCast, needSqueeze, outDtype) // result = img.clone() - out := img.MustShallowClone() + // NOTE. out := img.MustShallowClone() doesn't work! + out := img.MustZerosLike(false) // result[..., 1:-1, 1:-1] = result_tmp hDim := int64(len(dim) - 2) // second last dim diff --git a/vision/aug/sharpness.go b/vision/aug/sharpness.go index 502a6ce..1079044 100644 --- a/vision/aug/sharpness.go +++ b/vision/aug/sharpness.go @@ -53,23 +53,18 @@ func newRandomAdjustSharpness(opts ...sharpnessOption) *RandomAdjustSharpness { } } +// NOTE. input img dtype shoule be `uint8` (Byte) func (ras *RandomAdjustSharpness) Forward(x *ts.Tensor) *ts.Tensor { - fx := Byte2FloatImage(x) - r := randPvalue() var out *ts.Tensor switch { case r < ras.pvalue: - out = adjustSharpness(fx, ras.sharpnessFactor) + out = adjustSharpness(x, ras.sharpnessFactor) default: - out = fx.MustShallowClone() + out = x.MustShallowClone() } - bx := Float2ByteImage(out) - fx.MustDrop() - out.MustDrop() - - return bx + return out } func WithRandomAdjustSharpness(opts ...sharpnessOption) Option {