From d3ea66fe2d17b5b93ed0c957c62bc902f325a49e Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 10:27:21 +0000 Subject: [PATCH 01/15] Adding output channels implementation for pngs. --- torchvision/csrc/cpu/image/readpng_cpu.cpp | 89 ++++++++++++++++------ 1 file changed, 66 insertions(+), 23 deletions(-) diff --git a/torchvision/csrc/cpu/image/readpng_cpu.cpp b/torchvision/csrc/cpu/image/readpng_cpu.cpp index 6fbe04ac033..96e5c177f97 100644 --- a/torchvision/csrc/cpu/image/readpng_cpu.cpp +++ b/torchvision/csrc/cpu/image/readpng_cpu.cpp @@ -2,7 +2,6 @@ // Comment #include -#include #include #if !PNG_FOUND @@ -11,6 +10,7 @@ torch::Tensor decodePNG(const torch::Tensor& data) { } #else #include +#include torch::Tensor decodePNG(const torch::Tensor& data) { // Check that the input tensor dtype is uint8 @@ -71,31 +71,74 @@ torch::Tensor decodePNG(const torch::Tensor& data) { png_destroy_read_struct(&png_ptr, &info_ptr, nullptr); TORCH_CHECK(retval == 1, "Could read image metadata from content.") } + int64_t channels = 0; // TODO: add it as input param + int current_channels = png_get_channels(png_ptr, info_ptr); + + if (channels > 0 && channels != current_channels) { + bool is_palette = (color_type & PNG_COLOR_MASK_PALETTE) != 0; + bool has_color = (color_type & PNG_COLOR_MASK_COLOR) != 0; + bool has_alpha = (color_type & PNG_COLOR_MASK_ALPHA) != 0; + + switch (channels) { + case 1: // Gray or Palette + if (has_alpha) { + png_set_strip_alpha(png_ptr); + } + + if (has_color && !is_palette) { + png_set_rgb_to_gray(png_ptr, 1, 0.299, 0.587); + } + break; + case 2: // Gray + Alpha + if (is_palette) { + png_set_palette_to_rgb(png_ptr); + has_alpha = true; + } + + if (!has_alpha) { + png_set_add_alpha(png_ptr, (1 << bit_depth) - 1, PNG_FILLER_AFTER); + } + + if (has_color) { + png_set_rgb_to_gray(png_ptr, 1, 0.299, 0.587); + } + break; + case 3: + if (is_palette) { + png_set_palette_to_rgb(png_ptr); + has_alpha = true; + } else if (!has_color) { + png_set_gray_to_rgb(png_ptr); + } + + if (has_alpha) { + png_set_strip_alpha(png_ptr); + } + break; + case 4: + if (is_palette) { + png_set_palette_to_rgb(png_ptr); + has_alpha = true; + } else if (!has_color) { + png_set_gray_to_rgb(png_ptr); + } + + if (!has_alpha) { + png_set_add_alpha(png_ptr, (1 << bit_depth) - 1, PNG_FILLER_AFTER); + } + break; + default: + png_destroy_read_struct(&png_ptr, &info_ptr, nullptr); + TORCH_CHECK(false, "Invalid number of output channels."); + } - int channels; - switch (color_type) { - case PNG_COLOR_TYPE_RGB: - channels = 3; - break; - case PNG_COLOR_TYPE_RGB_ALPHA: - channels = 4; - break; - case PNG_COLOR_TYPE_GRAY: - channels = 1; - break; - case PNG_COLOR_TYPE_GRAY_ALPHA: - channels = 2; - break; - case PNG_COLOR_TYPE_PALETTE: - channels = 1; - break; - default: - png_destroy_read_struct(&png_ptr, &info_ptr, nullptr); - TORCH_CHECK(false, "Image color type is not supported."); + png_read_update_info(png_ptr, info_ptr); + } else { + channels = current_channels; } - auto tensor = torch::empty( - {int64_t(height), int64_t(width), int64_t(channels)}, torch::kU8); + auto tensor = + torch::empty({int64_t(height), int64_t(width), channels}, torch::kU8); auto ptr = tensor.accessor().data(); auto bytes = png_get_rowbytes(png_ptr, info_ptr); for (png_uint_32 i = 0; i < height; ++i) { From d5871a7c107989b6a9c471114fb8454151ee7b8e Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 10:52:45 +0000 Subject: [PATCH 02/15] Adding tests for png. --- test/test_image.py | 28 ++++++++++++++++++++++++---- 1 file changed, 24 insertions(+), 4 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 45a4258816e..5eab2b8f54f 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -144,10 +144,30 @@ def test_decode_png(self): img_lpng = decode_png(data) self.assertTrue(img_lpng.equal(img_pil)) - with self.assertRaises(RuntimeError): - decode_png(torch.empty((), dtype=torch.uint8)) - with self.assertRaises(RuntimeError): - decode_png(torch.randint(3, 5, (300,), dtype=torch.uint8)) + with self.assertRaises(RuntimeError): + decode_png(torch.empty((), dtype=torch.uint8)) + with self.assertRaises(RuntimeError): + decode_png(torch.randint(3, 5, (300,), dtype=torch.uint8)) + + def test_decode_png_with_channels(self): + conversion = [(None, 0), ] # ("L", 1), ("LA", 2), ("RGB", 3), ("RGBA", 4)] + for img_path in get_images(FAKEDATA_DIR, ".png"): + for pil_mode, channels in conversion: + with Image.open(img_path) as img: + if pil_mode is None or (pil_mode == "L" and img.mode == "P"): + # Don't try try to grayscale palette images or when pil_mode is None + pass + else: + img = img.convert(pil_mode) + img_pil = torch.from_numpy(np.array(img)) + if len(img_pil.shape) == 3: + img_pil = img_pil.permute(2, 0, 1) + else: + img_pil = img_pil.unsqueeze(0) + data = read_file(img_path) + img_lpng = decode_png(data) # TODO: add channels here + + self.assertTrue(img_lpng.allclose(img_pil, rtol=0.05)) def test_encode_png(self): for img_path in get_images(IMAGE_DIR, '.png'): From cac58ac95c5df5d192da02aa5cd20d5ff26a2fc9 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 11:32:21 +0000 Subject: [PATCH 03/15] Adding channels in the API and documentation. --- test/test_image.py | 6 +++--- torchvision/csrc/cpu/image/read_image_cpu.cpp | 2 +- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 4 +--- torchvision/csrc/cpu/image/readpng_cpu.cpp | 11 ++++++----- torchvision/csrc/cpu/image/readpng_cpu.h | 3 ++- torchvision/io/image.py | 9 +++++++-- 6 files changed, 20 insertions(+), 15 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 5eab2b8f54f..b2d03b00111 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -150,7 +150,7 @@ def test_decode_png(self): decode_png(torch.randint(3, 5, (300,), dtype=torch.uint8)) def test_decode_png_with_channels(self): - conversion = [(None, 0), ] # ("L", 1), ("LA", 2), ("RGB", 3), ("RGBA", 4)] + conversion = [(None, 0), ("L", 1), ("LA", 2), ("RGB", 3), ("RGBA", 4)] for img_path in get_images(FAKEDATA_DIR, ".png"): for pil_mode, channels in conversion: with Image.open(img_path) as img: @@ -165,9 +165,9 @@ def test_decode_png_with_channels(self): else: img_pil = img_pil.unsqueeze(0) data = read_file(img_path) - img_lpng = decode_png(data) # TODO: add channels here + img_lpng = decode_png(data, channels=channels) - self.assertTrue(img_lpng.allclose(img_pil, rtol=0.05)) + self.assertTrue(img_lpng.allclose(img_pil, rtol=0.01)) def test_encode_png(self): for img_path in get_images(IMAGE_DIR, '.png'): diff --git a/torchvision/csrc/cpu/image/read_image_cpu.cpp b/torchvision/csrc/cpu/image/read_image_cpu.cpp index ad11ee666b9..58da412240e 100644 --- a/torchvision/csrc/cpu/image/read_image_cpu.cpp +++ b/torchvision/csrc/cpu/image/read_image_cpu.cpp @@ -17,7 +17,7 @@ torch::Tensor decode_image(const torch::Tensor& data) { if (memcmp(jpeg_signature, datap, 3) == 0) { return decodeJPEG(data); } else if (memcmp(png_signature, datap, 4) == 0) { - return decodePNG(data); + return decodePNG(data); // TODO: add channels here } else { TORCH_CHECK( false, diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index dd2354e4467..859d7d8ac1c 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -1,19 +1,17 @@ #include "readjpeg_cpu.h" #include -#include #include #if !JPEG_FOUND - torch::Tensor decodeJPEG(const torch::Tensor& data) { TORCH_CHECK( false, "decodeJPEG: torchvision not compiled with libjpeg support"); } - #else #include #include "jpegcommon.h" +#include struct torch_jpeg_mgr { struct jpeg_source_mgr pub; diff --git a/torchvision/csrc/cpu/image/readpng_cpu.cpp b/torchvision/csrc/cpu/image/readpng_cpu.cpp index 96e5c177f97..9f57df2bf3e 100644 --- a/torchvision/csrc/cpu/image/readpng_cpu.cpp +++ b/torchvision/csrc/cpu/image/readpng_cpu.cpp @@ -5,14 +5,14 @@ #include #if !PNG_FOUND -torch::Tensor decodePNG(const torch::Tensor& data) { +torch::Tensor decodePNG(const torch::Tensor& data, int64_t channels) { TORCH_CHECK(false, "decodePNG: torchvision not compiled with libPNG support"); } #else #include #include -torch::Tensor decodePNG(const torch::Tensor& data) { +torch::Tensor decodePNG(const torch::Tensor& data, int64_t channels) { // Check that the input tensor dtype is uint8 TORCH_CHECK(data.dtype() == torch::kU8, "Expected a torch.uint8 tensor"); // Check that the input tensor is 1-dimensional @@ -71,10 +71,11 @@ torch::Tensor decodePNG(const torch::Tensor& data) { png_destroy_read_struct(&png_ptr, &info_ptr, nullptr); TORCH_CHECK(retval == 1, "Could read image metadata from content.") } - int64_t channels = 0; // TODO: add it as input param + int current_channels = png_get_channels(png_ptr, info_ptr); if (channels > 0 && channels != current_channels) { + // TODO: consider supporting PNG_INFO_tRNS bool is_palette = (color_type & PNG_COLOR_MASK_PALETTE) != 0; bool has_color = (color_type & PNG_COLOR_MASK_COLOR) != 0; bool has_alpha = (color_type & PNG_COLOR_MASK_ALPHA) != 0; @@ -86,7 +87,7 @@ torch::Tensor decodePNG(const torch::Tensor& data) { } if (has_color && !is_palette) { - png_set_rgb_to_gray(png_ptr, 1, 0.299, 0.587); + png_set_rgb_to_gray(png_ptr, 1, 0.2989, 0.587); } break; case 2: // Gray + Alpha @@ -100,7 +101,7 @@ torch::Tensor decodePNG(const torch::Tensor& data) { } if (has_color) { - png_set_rgb_to_gray(png_ptr, 1, 0.299, 0.587); + png_set_rgb_to_gray(png_ptr, 1, 0.2989, 0.587); } break; case 3: diff --git a/torchvision/csrc/cpu/image/readpng_cpu.h b/torchvision/csrc/cpu/image/readpng_cpu.h index f84fd99fa92..6a2b0563661 100644 --- a/torchvision/csrc/cpu/image/readpng_cpu.h +++ b/torchvision/csrc/cpu/image/readpng_cpu.h @@ -4,4 +4,5 @@ #include #include -C10_EXPORT torch::Tensor decodePNG(const torch::Tensor& data); +C10_EXPORT torch::Tensor decodePNG(const torch::Tensor& data, + int64_t channels = 0); diff --git a/torchvision/io/image.py b/torchvision/io/image.py index 2279be3ad10..cb3092edc30 100644 --- a/torchvision/io/image.py +++ b/torchvision/io/image.py @@ -74,19 +74,24 @@ def write_file(filename: str, data: torch.Tensor) -> None: torch.ops.image.write_file(filename, data) -def decode_png(input: torch.Tensor) -> torch.Tensor: +def decode_png(input: torch.Tensor, channels: int = 0) -> torch.Tensor: """ Decodes a PNG image into a 3 dimensional RGB Tensor. + Optionally converts the image to the desired number of color channels. The values of the output tensor are uint8 between 0 and 255. Arguments: input (Tensor[1]): a one dimensional uint8 tensor containing the raw bytes of the PNG image. + channels (int): the number of output channels for the decoded + image. 0 keeps the original number of channels, 1 converts to Grayscale + if the input image is not Palette, 2 converts to Grayscale with Alpha, + 3 converts to RGB and 4 coverts to RGB with Alpha. Default: 0 Returns: output (Tensor[3, image_height, image_width]) """ - output = torch.ops.image.decode_png(input) + output = torch.ops.image.decode_png(input, channels) return output From c579341c179efb90b26fd68dcc89ab495694f890 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 12:07:32 +0000 Subject: [PATCH 04/15] Fixing formatting. --- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 2 +- torchvision/csrc/cpu/image/readpng_cpu.h | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index 859d7d8ac1c..902ca518ec4 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -10,8 +10,8 @@ torch::Tensor decodeJPEG(const torch::Tensor& data) { } #else #include -#include "jpegcommon.h" #include +#include "jpegcommon.h" struct torch_jpeg_mgr { struct jpeg_source_mgr pub; diff --git a/torchvision/csrc/cpu/image/readpng_cpu.h b/torchvision/csrc/cpu/image/readpng_cpu.h index 6a2b0563661..a36032ddb25 100644 --- a/torchvision/csrc/cpu/image/readpng_cpu.h +++ b/torchvision/csrc/cpu/image/readpng_cpu.h @@ -4,5 +4,6 @@ #include #include -C10_EXPORT torch::Tensor decodePNG(const torch::Tensor& data, - int64_t channels = 0); +C10_EXPORT torch::Tensor decodePNG( + const torch::Tensor& data, + int64_t channels = 0); From 115338c9588f5a9abf48d7f7c7848846f7943861 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 16:03:20 +0000 Subject: [PATCH 05/15] Refactoring test_image.py to remove huge grace_hopper_517x606.pth file from assets and reduce duplicate code. 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zurW9+RW2P{4C&48K#d78&KO%_97(Z2acYlPlax#HYE<23@K@sv+TD|R~JeBD9g zBSM_&89p<<=&j__Ba5demQT$sJ~c7=NMH3#d+-axo%;t{*H+a`Pt~3p>KpBMLyf(v z)k#tA9T)(A+<`ytzK7BK_vz$uMjm80)};JSFRKGnP<+CZ!1gSA3lAMdJf!hjv zhw@!&a@>K_A;(0Ei`#tWlv9|Q@mp!-h4j=#_9rxe)iQ^9(-SfcF`%fJI)F*HJ$?K{k|DV6Tty2FRFCV+D zTYcr<;X_^Je~kux!~b;f4_udjV+xTakL>>fO(E9> diff --git a/test/test_image.py b/test/test_image.py index b2d03b00111..9e917c9f02c 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -19,6 +19,7 @@ FAKEDATA_DIR = os.path.join(IMAGE_ROOT, "fakedata") IMAGE_DIR = os.path.join(FAKEDATA_DIR, "imagefolder") DAMAGED_JPEG = os.path.join(IMAGE_ROOT, 'damaged_jpeg') +ENCODE_JPEG = os.path.join(IMAGE_ROOT, "encode_jpeg") def get_images(directory, img_ext): @@ -33,11 +34,27 @@ def get_images(directory, img_ext): yield os.path.join(root, fl) +def pil_read_image(img_path): + with Image.open(img_path) as img: + t = torch.from_numpy(np.array(img)) + if img.mode == "CMYK": + t = 255 - t + return t + + +def normalize_dimensions(img_pil): + if len(img_pil.shape) == 3: + img_pil = img_pil.permute(2, 0, 1) + else: + img_pil = img_pil.unsqueeze(0) + return img_pil + + class ImageTester(unittest.TestCase): def test_decode_jpeg(self): for img_path in get_images(IMAGE_ROOT, ".jpg"): - img_pil = torch.load(img_path.replace('jpg', 'pth')) - img_pil = img_pil.permute(2, 0, 1) + img_pil = pil_read_image(img_path) + img_pil = normalize_dimensions(img_pil) data = read_file(img_path) img_ljpeg = decode_jpeg(data) self.assertTrue(img_ljpeg.equal(img_pil)) @@ -68,7 +85,7 @@ def test_damaged_images(self): decode_jpeg(data) def test_encode_jpeg(self): - for img_path in get_images(IMAGE_ROOT, ".jpg"): + for img_path in get_images(ENCODE_JPEG, ".jpg"): dirname = os.path.dirname(img_path) filename, _ = os.path.splitext(os.path.basename(img_path)) write_folder = os.path.join(dirname, 'jpeg_write') @@ -111,7 +128,7 @@ def test_encode_jpeg(self): encode_jpeg(torch.empty((100, 100), dtype=torch.uint8)) def test_write_jpeg(self): - for img_path in get_images(IMAGE_ROOT, ".jpg"): + for img_path in get_images(ENCODE_JPEG, ".jpg"): data = read_file(img_path) img = decode_jpeg(data) @@ -135,11 +152,8 @@ def test_write_jpeg(self): def test_decode_png(self): for img_path in get_images(FAKEDATA_DIR, ".png"): - img_pil = torch.from_numpy(np.array(Image.open(img_path))) - if len(img_pil.shape) == 3: - img_pil = img_pil.permute(2, 0, 1) - else: - img_pil = img_pil.unsqueeze(0) + img_pil = pil_read_image(img_path) + img_pil = normalize_dimensions(img_pil) data = read_file(img_path) img_lpng = decode_png(data) self.assertTrue(img_lpng.equal(img_pil)) @@ -160,10 +174,7 @@ def test_decode_png_with_channels(self): else: img = img.convert(pil_mode) img_pil = torch.from_numpy(np.array(img)) - if len(img_pil.shape) == 3: - img_pil = img_pil.permute(2, 0, 1) - else: - img_pil = img_pil.unsqueeze(0) + img_pil = normalize_dimensions(img_pil) data = read_file(img_path) img_lpng = decode_png(data, channels=channels) @@ -218,14 +229,14 @@ def test_write_png(self): def test_decode_image(self): for img_path in get_images(IMAGE_ROOT, ".jpg"): - img_pil = torch.load(img_path.replace('jpg', 'pth')) - img_pil = img_pil.permute(2, 0, 1) + img_pil = pil_read_image(img_path) + img_pil = normalize_dimensions(img_pil) img_ljpeg = decode_image(read_file(img_path)) self.assertTrue(img_ljpeg.equal(img_pil)) for img_path in get_images(IMAGE_DIR, ".png"): - img_pil = torch.from_numpy(np.array(Image.open(img_path))) - img_pil = img_pil.permute(2, 0, 1) + img_pil = pil_read_image(img_path) + img_pil = normalize_dimensions(img_pil) img_lpng = decode_image(read_file(img_path)) self.assertTrue(img_lpng.equal(img_pil)) From b3d69fa41cfd5ac7a39184e3c23eb778895039d4 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 16:11:39 +0000 Subject: [PATCH 06/15] Adding output channels implementation for jpegs. 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From f44f26eaa86f4dfcdd9e32de48a9cf5f7acae71a Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 18:50:14 +0000 Subject: [PATCH 07/15] Add tests for JPEG, adding the channels in the API and documentation and adding checks for inputs. --- test/test_image.py | 63 +++++++++++-------- torchvision/csrc/cpu/image/read_image_cpu.cpp | 8 ++- torchvision/csrc/cpu/image/read_image_cpu.h | 4 +- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 17 +++-- torchvision/csrc/cpu/image/readjpeg_cpu.h | 4 +- torchvision/csrc/cpu/image/readpng_cpu.cpp | 2 + torchvision/io/image.py | 28 +++++++-- 7 files changed, 78 insertions(+), 48 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 9e917c9f02c..e3348fe4fdd 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -36,10 +36,7 @@ def get_images(directory, img_ext): def pil_read_image(img_path): with Image.open(img_path) as img: - t = torch.from_numpy(np.array(img)) - if img.mode == "CMYK": - t = 255 - t - return t + return torch.from_numpy(np.array(img)) def normalize_dimensions(img_pil): @@ -52,12 +49,32 @@ def normalize_dimensions(img_pil): class ImageTester(unittest.TestCase): def test_decode_jpeg(self): + conversion = [(None, 0), ("L", 1), ("RGB", 3)] for img_path in get_images(IMAGE_ROOT, ".jpg"): - img_pil = pil_read_image(img_path) - img_pil = normalize_dimensions(img_pil) - data = read_file(img_path) - img_ljpeg = decode_jpeg(data) - self.assertTrue(img_ljpeg.equal(img_pil)) + for pil_mode, components in conversion: + with Image.open(img_path) as img: + is_cmyk = img.mode == "CMYK" + if pil_mode is not None: + if is_cmyk: + # libjpeg does not support the conversion + continue + img = img.convert(pil_mode) + img_pil = torch.from_numpy(np.array(img)) + if is_cmyk: + # flip the colors to match libjpeg + img_pil = 255 - img_pil + + img_pil = normalize_dimensions(img_pil) + data = read_file(img_path) + img_ljpeg = decode_jpeg(data, components=components) + + if pil_mode != "L": + self.assertTrue(img_ljpeg.equal(img_pil)) + else: + # Permit a small variation on pixel values to account for implementation + # differences between Pillow and LibJPEG. + abs_mean_diff = (img_ljpeg.type(torch.float32) - img_pil).abs().mean().item() + self.assertTrue(abs_mean_diff < 2) with self.assertRaisesRegex(RuntimeError, "Expected a non empty 1-dimensional tensor"): decode_jpeg(torch.empty((100, 1), dtype=torch.uint8)) @@ -151,34 +168,26 @@ def test_write_jpeg(self): self.assertEqual(torch_bytes, pil_bytes) def test_decode_png(self): - for img_path in get_images(FAKEDATA_DIR, ".png"): - img_pil = pil_read_image(img_path) - img_pil = normalize_dimensions(img_pil) - data = read_file(img_path) - img_lpng = decode_png(data) - self.assertTrue(img_lpng.equal(img_pil)) - - with self.assertRaises(RuntimeError): - decode_png(torch.empty((), dtype=torch.uint8)) - with self.assertRaises(RuntimeError): - decode_png(torch.randint(3, 5, (300,), dtype=torch.uint8)) - - def test_decode_png_with_channels(self): conversion = [(None, 0), ("L", 1), ("LA", 2), ("RGB", 3), ("RGBA", 4)] for img_path in get_images(FAKEDATA_DIR, ".png"): for pil_mode, channels in conversion: with Image.open(img_path) as img: - if pil_mode is None or (pil_mode == "L" and img.mode == "P"): - # Don't try try to grayscale palette images or when pil_mode is None - pass - else: + if not (pil_mode == "L" and img.mode == "P") and pil_mode is not None: + # Don't grayscale palette images img = img.convert(pil_mode) img_pil = torch.from_numpy(np.array(img)) + img_pil = normalize_dimensions(img_pil) data = read_file(img_path) img_lpng = decode_png(data, channels=channels) - self.assertTrue(img_lpng.allclose(img_pil, rtol=0.01)) + tol = 0 if conversion is None else 1 + self.assertTrue(img_lpng.allclose(img_pil, atol=tol)) + + with self.assertRaises(RuntimeError): + decode_png(torch.empty((), dtype=torch.uint8)) + with self.assertRaises(RuntimeError): + decode_png(torch.randint(3, 5, (300,), dtype=torch.uint8)) def test_encode_png(self): for img_path in get_images(IMAGE_DIR, '.png'): diff --git a/torchvision/csrc/cpu/image/read_image_cpu.cpp b/torchvision/csrc/cpu/image/read_image_cpu.cpp index 58da412240e..5839017d3d7 100644 --- a/torchvision/csrc/cpu/image/read_image_cpu.cpp +++ b/torchvision/csrc/cpu/image/read_image_cpu.cpp @@ -1,13 +1,15 @@ #include "read_image_cpu.h" #include -torch::Tensor decode_image(const torch::Tensor& data) { +torch::Tensor decode_image(const torch::Tensor& data, int64_t channels) { // Check that the input tensor dtype is uint8 TORCH_CHECK(data.dtype() == torch::kU8, "Expected a torch.uint8 tensor"); // Check that the input tensor is 1-dimensional TORCH_CHECK( data.dim() == 1 && data.numel() > 0, "Expected a non empty 1-dimensional tensor"); + TORCH_CHECK( + channels >= 0 && channels <= 4, "Number of channels not supported"); auto datap = data.data_ptr(); @@ -15,9 +17,9 @@ torch::Tensor decode_image(const torch::Tensor& data) { const uint8_t png_signature[4] = {137, 80, 78, 71}; // == "\211PNG" if (memcmp(jpeg_signature, datap, 3) == 0) { - return decodeJPEG(data); + return decodeJPEG(data, channels); } else if (memcmp(png_signature, datap, 4) == 0) { - return decodePNG(data); // TODO: add channels here + return decodePNG(data, channels); } else { TORCH_CHECK( false, diff --git a/torchvision/csrc/cpu/image/read_image_cpu.h b/torchvision/csrc/cpu/image/read_image_cpu.h index c8538cc88c6..e926a8474da 100644 --- a/torchvision/csrc/cpu/image/read_image_cpu.h +++ b/torchvision/csrc/cpu/image/read_image_cpu.h @@ -3,4 +3,6 @@ #include "readjpeg_cpu.h" #include "readpng_cpu.h" -C10_EXPORT torch::Tensor decode_image(const torch::Tensor& data); +C10_EXPORT torch::Tensor decode_image( + const torch::Tensor& data, + int64_t channels = 0); diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index 4b531d75f71..427d79d0ea3 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -4,7 +4,7 @@ #include #if !JPEG_FOUND -torch::Tensor decodeJPEG(const torch::Tensor& data) { +torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { TORCH_CHECK( false, "decodeJPEG: torchvision not compiled with libjpeg support"); } @@ -69,13 +69,16 @@ static void torch_jpeg_set_source_mgr( src->pub.next_input_byte = src->data; } -torch::Tensor decodeJPEG(const torch::Tensor& data) { +torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { // Check that the input tensor dtype is uint8 TORCH_CHECK(data.dtype() == torch::kU8, "Expected a torch.uint8 tensor"); // Check that the input tensor is 1-dimensional TORCH_CHECK( data.dim() == 1 && data.numel() > 0, "Expected a non empty 1-dimensional tensor"); + TORCH_CHECK( + components == 0 || components == 1 || components == 3, + "Number of components not supported"); struct jpeg_decompress_struct cinfo; struct torch_jpeg_error_mgr jerr; @@ -99,11 +102,9 @@ torch::Tensor decodeJPEG(const torch::Tensor& data) { // read info from header. jpeg_read_header(&cinfo, TRUE); - int64_t components = 0; // TODO: make it an input param int current_channels = cinfo.num_components; if (components > 0 && components != current_channels) { - switch (components) { case 1: // Gray cinfo.out_color_space = JCS_GRAYSCALE; @@ -111,10 +112,6 @@ torch::Tensor decodeJPEG(const torch::Tensor& data) { case 3: // RGB cinfo.out_color_space = JCS_RGB; break; - case 4: // CMYK or YCCK - // If the requested channels are 4, always default to CMYK. - cinfo.out_color_space = JCS_CMYK; - break; default: jpeg_destroy_decompress(&cinfo); TORCH_CHECK(false, "Invalid number of output channels."); @@ -131,8 +128,8 @@ torch::Tensor decodeJPEG(const torch::Tensor& data) { int width = cinfo.output_width; int stride = width * components; - auto tensor = torch::empty( - {int64_t(height), int64_t(width), components}, torch::kU8); + auto tensor = + torch::empty({int64_t(height), int64_t(width), components}, torch::kU8); auto ptr = tensor.data_ptr(); while (cinfo.output_scanline < cinfo.output_height) { /* jpeg_read_scanlines expects an array of pointers to scanlines. diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.h b/torchvision/csrc/cpu/image/readjpeg_cpu.h index 70482caa81f..b8bcb1ad6a2 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.h +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.h @@ -2,4 +2,6 @@ #include -C10_EXPORT torch::Tensor decodeJPEG(const torch::Tensor& data); +C10_EXPORT torch::Tensor decodeJPEG( + const torch::Tensor& data, + int64_t components = 0); diff --git a/torchvision/csrc/cpu/image/readpng_cpu.cpp b/torchvision/csrc/cpu/image/readpng_cpu.cpp index 9f57df2bf3e..6b84f98ed10 100644 --- a/torchvision/csrc/cpu/image/readpng_cpu.cpp +++ b/torchvision/csrc/cpu/image/readpng_cpu.cpp @@ -19,6 +19,8 @@ torch::Tensor decodePNG(const torch::Tensor& data, int64_t channels) { TORCH_CHECK( data.dim() == 1 && data.numel() > 0, "Expected a non empty 1-dimensional tensor"); + TORCH_CHECK( + channels >= 0 && channels <= 4, "Number of channels not supported"); auto png_ptr = png_create_read_struct(PNG_LIBPNG_VER_STRING, nullptr, nullptr, nullptr); diff --git a/torchvision/io/image.py b/torchvision/io/image.py index cb3092edc30..b272eb8dbea 100644 --- a/torchvision/io/image.py +++ b/torchvision/io/image.py @@ -137,17 +137,23 @@ def write_png(input: torch.Tensor, filename: str, compression_level: int = 6): write_file(filename, output) -def decode_jpeg(input: torch.Tensor) -> torch.Tensor: +def decode_jpeg(input: torch.Tensor, components: int = 0) -> torch.Tensor: """ Decodes a JPEG image into a 3 dimensional RGB Tensor. + Optionally converts the image to the desired number of color channels. The values of the output tensor are uint8 between 0 and 255. + Arguments: input (Tensor[1]): a one dimensional uint8 tensor containing the raw bytes of the JPEG image. + components (int): the number of output channels for the decoded + image. 0 keeps the original number of components, 1 converts to Grayscale + and 3 converts to RGB. Default: 0 + Returns: output (Tensor[3, image_height, image_width]) """ - output = torch.ops.image.decode_jpeg(input) + output = torch.ops.image.decode_jpeg(input, components) return output @@ -196,11 +202,12 @@ def write_jpeg(input: torch.Tensor, filename: str, quality: int = 75): write_file(filename, output) -def decode_image(input: torch.Tensor) -> torch.Tensor: +def decode_image(input: torch.Tensor, channels: int = 0) -> torch.Tensor: """ Detects whether an image is a JPEG or PNG and performs the appropriate operation to decode the image into a 3 dimensional RGB Tensor. + Optionally converts the image to the desired number of color channels. The values of the output tensor are uint8 between 0 and 255. Parameters @@ -208,28 +215,37 @@ def decode_image(input: torch.Tensor) -> torch.Tensor: input: Tensor a one dimensional uint8 tensor containing the raw bytes of the PNG or JPEG image. + channels: int + the number of output channels or components of the decoded image. + JPEG and PNG images have different permitted values. See + `decode_jpeg()` and `decode_png()` for more information. Default: 0 Returns ------- output: Tensor[3, image_height, image_width] """ - output = torch.ops.image.decode_image(input) + output = torch.ops.image.decode_image(input, channels) return output -def read_image(path: str) -> torch.Tensor: +def read_image(path: str, channels: int = 0) -> torch.Tensor: """ Reads a JPEG or PNG image into a 3 dimensional RGB Tensor. + Optionally converts the image to the desired number of color channels. The values of the output tensor are uint8 between 0 and 255. Parameters ---------- path: str path of the JPEG or PNG image. + channels: int + the number of output channels or components of the decoded image. + JPEG and PNG images have different permitted values. See + `decode_jpeg()` and `decode_png()` for more information. Default: 0 Returns ------- output: Tensor[3, image_height, image_width] """ data = read_file(path) - return decode_image(data) + return decode_image(data, channels) From 7ea166d463f958283dabd10bc3faaa8d1f104d13 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 18:56:48 +0000 Subject: [PATCH 08/15] Changing folder for unit-test. --- test/test_image.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/test_image.py b/test/test_image.py index e3348fe4fdd..07d7cf74dd8 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -237,7 +237,7 @@ def test_write_png(self): self.assertTrue(img_pil.equal(saved_image)) def test_decode_image(self): - for img_path in get_images(IMAGE_ROOT, ".jpg"): + for img_path in get_images(ENCODE_JPEG, ".jpg"): img_pil = pil_read_image(img_path) img_pil = normalize_dimensions(img_pil) img_ljpeg = decode_image(read_file(img_path)) From e643a7556b6cc04147c6486ff157d50974184847 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Wed, 11 Nov 2020 19:58:44 +0000 Subject: [PATCH 09/15] Fixing windows flakiness, removing duplicate test. --- test/test_image.py | 24 ++++-------------------- 1 file changed, 4 insertions(+), 20 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 07d7cf74dd8..3cc61eabfb4 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -68,13 +68,10 @@ def test_decode_jpeg(self): data = read_file(img_path) img_ljpeg = decode_jpeg(data, components=components) - if pil_mode != "L": - self.assertTrue(img_ljpeg.equal(img_pil)) - else: - # Permit a small variation on pixel values to account for implementation - # differences between Pillow and LibJPEG. - abs_mean_diff = (img_ljpeg.type(torch.float32) - img_pil).abs().mean().item() - self.assertTrue(abs_mean_diff < 2) + # Permit a small variation on pixel values to account for implementation + # differences between Pillow and LibJPEG. + abs_mean_diff = (img_ljpeg.type(torch.float32) - img_pil).abs().mean().item() + self.assertTrue(abs_mean_diff < 2) with self.assertRaisesRegex(RuntimeError, "Expected a non empty 1-dimensional tensor"): decode_jpeg(torch.empty((100, 1), dtype=torch.uint8)) @@ -236,19 +233,6 @@ def test_write_png(self): self.assertTrue(img_pil.equal(saved_image)) - def test_decode_image(self): - for img_path in get_images(ENCODE_JPEG, ".jpg"): - img_pil = pil_read_image(img_path) - img_pil = normalize_dimensions(img_pil) - img_ljpeg = decode_image(read_file(img_path)) - self.assertTrue(img_ljpeg.equal(img_pil)) - - for img_path in get_images(IMAGE_DIR, ".png"): - img_pil = pil_read_image(img_path) - img_pil = normalize_dimensions(img_pil) - img_lpng = decode_image(read_file(img_path)) - self.assertTrue(img_lpng.equal(img_pil)) - def test_read_file(self): with get_tmp_dir() as d: fname, content = 'test1.bin', b'TorchVision\211\n' From f221cf3c85e36c9cb055640701b33164fc045856 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Fri, 13 Nov 2020 15:37:16 +0000 Subject: [PATCH 10/15] Replacing components to channels. --- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 18 +++++++++--------- torchvision/csrc/cpu/image/readjpeg_cpu.h | 2 +- torchvision/io/image.py | 20 ++++++++++---------- 3 files changed, 20 insertions(+), 20 deletions(-) diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index 427d79d0ea3..fdbcab9c71d 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -4,7 +4,7 @@ #include #if !JPEG_FOUND -torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { +torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t channels) { TORCH_CHECK( false, "decodeJPEG: torchvision not compiled with libjpeg support"); } @@ -69,7 +69,7 @@ static void torch_jpeg_set_source_mgr( src->pub.next_input_byte = src->data; } -torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { +torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t channels) { // Check that the input tensor dtype is uint8 TORCH_CHECK(data.dtype() == torch::kU8, "Expected a torch.uint8 tensor"); // Check that the input tensor is 1-dimensional @@ -77,8 +77,8 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { data.dim() == 1 && data.numel() > 0, "Expected a non empty 1-dimensional tensor"); TORCH_CHECK( - components == 0 || components == 1 || components == 3, - "Number of components not supported"); + channels == 0 || channels == 1 || channels == 3, + "Number of channels not supported"); struct jpeg_decompress_struct cinfo; struct torch_jpeg_error_mgr jerr; @@ -104,8 +104,8 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { int current_channels = cinfo.num_components; - if (components > 0 && components != current_channels) { - switch (components) { + if (channels > 0 && channels != current_channels) { + switch (channels) { case 1: // Gray cinfo.out_color_space = JCS_GRAYSCALE; break; @@ -119,7 +119,7 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { jpeg_calc_output_dimensions(&cinfo); } else { - components = current_channels; + channels = current_channels; } jpeg_start_decompress(&cinfo); @@ -127,9 +127,9 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t components) { int height = cinfo.output_height; int width = cinfo.output_width; - int stride = width * components; + int stride = width * channels; auto tensor = - torch::empty({int64_t(height), int64_t(width), components}, torch::kU8); + torch::empty({int64_t(height), int64_t(width), channels}, torch::kU8); auto ptr = tensor.data_ptr(); while (cinfo.output_scanline < cinfo.output_height) { /* jpeg_read_scanlines expects an array of pointers to scanlines. diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.h b/torchvision/csrc/cpu/image/readjpeg_cpu.h index b8bcb1ad6a2..0e7bb137d12 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.h +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.h @@ -4,4 +4,4 @@ C10_EXPORT torch::Tensor decodeJPEG( const torch::Tensor& data, - int64_t components = 0); + int64_t channels = 0); diff --git a/torchvision/io/image.py b/torchvision/io/image.py index b272eb8dbea..b19745d9d26 100644 --- a/torchvision/io/image.py +++ b/torchvision/io/image.py @@ -137,7 +137,7 @@ def write_png(input: torch.Tensor, filename: str, compression_level: int = 6): write_file(filename, output) -def decode_jpeg(input: torch.Tensor, components: int = 0) -> torch.Tensor: +def decode_jpeg(input: torch.Tensor, channels: int = 0) -> torch.Tensor: """ Decodes a JPEG image into a 3 dimensional RGB Tensor. Optionally converts the image to the desired number of color channels. @@ -146,14 +146,14 @@ def decode_jpeg(input: torch.Tensor, components: int = 0) -> torch.Tensor: Arguments: input (Tensor[1]): a one dimensional uint8 tensor containing the raw bytes of the JPEG image. - components (int): the number of output channels for the decoded - image. 0 keeps the original number of components, 1 converts to Grayscale + channels (int): the number of output channels for the decoded + image. 0 keeps the original number of channels, 1 converts to Grayscale and 3 converts to RGB. Default: 0 Returns: output (Tensor[3, image_height, image_width]) """ - output = torch.ops.image.decode_jpeg(input, components) + output = torch.ops.image.decode_jpeg(input, channels) return output @@ -216,9 +216,9 @@ def decode_image(input: torch.Tensor, channels: int = 0) -> torch.Tensor: a one dimensional uint8 tensor containing the raw bytes of the PNG or JPEG image. channels: int - the number of output channels or components of the decoded image. - JPEG and PNG images have different permitted values. See - `decode_jpeg()` and `decode_png()` for more information. Default: 0 + the number of output channels of the decoded image. JPEG and PNG images + have different permitted values. See `decode_jpeg()` and `decode_png()` + for more information. Default: 0 Returns ------- @@ -239,9 +239,9 @@ def read_image(path: str, channels: int = 0) -> torch.Tensor: path: str path of the JPEG or PNG image. channels: int - the number of output channels or components of the decoded image. - JPEG and PNG images have different permitted values. See - `decode_jpeg()` and `decode_png()` for more information. Default: 0 + the number of output channels of the decoded image. JPEG and PNG images + have different permitted values. See `decode_jpeg()` and `decode_png()` + for more information. Default: 0 Returns ------- From 110009a1c90cccd063b7fb9536b0f6fb5f8bb427 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Fri, 13 Nov 2020 15:46:21 +0000 Subject: [PATCH 11/15] Adding reference for supporting CMYK. --- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index fdbcab9c71d..d093dca0963 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -112,6 +112,12 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t channels) { case 3: // RGB cinfo.out_color_space = JCS_RGB; break; + /* + * Libjpeg does not support converting from CMYK to grayscale etc. There + * is a way to do this but it involves converting it manually to RGB: + * https://github.com/tensorflow/tensorflow/blob/86871065265b04e0db8ca360c046421efb2bdeb4/tensorflow/core/lib/jpeg/jpeg_mem.cc#L284-L313 + * + */ default: jpeg_destroy_decompress(&cinfo); TORCH_CHECK(false, "Invalid number of output channels."); From c72f861512cf31b8e3149830bed7c9cbbdcfce03 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Fri, 13 Nov 2020 16:21:52 +0000 Subject: [PATCH 12/15] Minor changes: num_components to output_components, adding comments, fixing variable name etc. --- test/test_image.py | 4 ++-- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 2 +- torchvision/io/image.py | 6 ++++-- 3 files changed, 7 insertions(+), 5 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 3cc61eabfb4..66f69e1c582 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -51,7 +51,7 @@ class ImageTester(unittest.TestCase): def test_decode_jpeg(self): conversion = [(None, 0), ("L", 1), ("RGB", 3)] for img_path in get_images(IMAGE_ROOT, ".jpg"): - for pil_mode, components in conversion: + for pil_mode, channels in conversion: with Image.open(img_path) as img: is_cmyk = img.mode == "CMYK" if pil_mode is not None: @@ -66,7 +66,7 @@ def test_decode_jpeg(self): img_pil = normalize_dimensions(img_pil) data = read_file(img_path) - img_ljpeg = decode_jpeg(data, components=components) + img_ljpeg = decode_jpeg(data, channels=channels) # Permit a small variation on pixel values to account for implementation # differences between Pillow and LibJPEG. diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index d093dca0963..98df9490ccb 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -102,7 +102,7 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t channels) { // read info from header. jpeg_read_header(&cinfo, TRUE); - int current_channels = cinfo.num_components; + int current_channels = cinfo.output_components; if (channels > 0 && channels != current_channels) { switch (channels) { diff --git a/torchvision/io/image.py b/torchvision/io/image.py index b19745d9d26..f5e804acd25 100644 --- a/torchvision/io/image.py +++ b/torchvision/io/image.py @@ -217,7 +217,8 @@ def decode_image(input: torch.Tensor, channels: int = 0) -> torch.Tensor: PNG or JPEG image. channels: int the number of output channels of the decoded image. JPEG and PNG images - have different permitted values. See `decode_jpeg()` and `decode_png()` + have different permitted values. The default value is 0 and it keeps + the original number of channels. See `decode_jpeg()` and `decode_png()` for more information. Default: 0 Returns @@ -240,7 +241,8 @@ def read_image(path: str, channels: int = 0) -> torch.Tensor: path of the JPEG or PNG image. channels: int the number of output channels of the decoded image. JPEG and PNG images - have different permitted values. See `decode_jpeg()` and `decode_png()` + have different permitted values. The default value is 0 and it keeps + the original number of channels. See `decode_jpeg()` and `decode_png()` for more information. Default: 0 Returns From 161dbce34589059b9b79850af06f8c608ce4b705 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Fri, 13 Nov 2020 17:13:43 +0000 Subject: [PATCH 13/15] Reverting output_components to num_components. --- torchvision/csrc/cpu/image/readjpeg_cpu.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp index 98df9490ccb..d093dca0963 100644 --- a/torchvision/csrc/cpu/image/readjpeg_cpu.cpp +++ b/torchvision/csrc/cpu/image/readjpeg_cpu.cpp @@ -102,7 +102,7 @@ torch::Tensor decodeJPEG(const torch::Tensor& data, int64_t channels) { // read info from header. jpeg_read_header(&cinfo, TRUE); - int current_channels = cinfo.output_components; + int current_channels = cinfo.num_components; if (channels > 0 && channels != current_channels) { switch (channels) { From c81548c8831c27978e36f71dd8cc1d3af371566b Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Mon, 16 Nov 2020 12:28:48 +0000 Subject: [PATCH 14/15] Replacing decoding with generic method on tests. --- test/test_image.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 66f69e1c582..4f0e0d1fd4a 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -66,7 +66,7 @@ def test_decode_jpeg(self): img_pil = normalize_dimensions(img_pil) data = read_file(img_path) - img_ljpeg = decode_jpeg(data, channels=channels) + img_ljpeg = decode_image(data, channels=channels) # Permit a small variation on pixel values to account for implementation # differences between Pillow and LibJPEG. @@ -176,7 +176,7 @@ def test_decode_png(self): img_pil = normalize_dimensions(img_pil) data = read_file(img_path) - img_lpng = decode_png(data, channels=channels) + img_lpng = decode_image(data, channels=channels) tol = 0 if conversion is None else 1 self.assertTrue(img_lpng.allclose(img_pil, atol=tol)) From ada56a2442282752ccb83c935e10cb4fbbc0c8d5 Mon Sep 17 00:00:00 2001 From: Vasilis Vryniotis Date: Mon, 16 Nov 2020 13:21:44 +0000 Subject: [PATCH 15/15] Palette converted to Gray. --- test/test_image.py | 3 +-- torchvision/csrc/cpu/image/readpng_cpu.cpp | 12 +++++++++--- torchvision/io/image.py | 12 ++++++------ 3 files changed, 16 insertions(+), 11 deletions(-) diff --git a/test/test_image.py b/test/test_image.py index 4f0e0d1fd4a..b3ab0b2364a 100644 --- a/test/test_image.py +++ b/test/test_image.py @@ -169,8 +169,7 @@ def test_decode_png(self): for img_path in get_images(FAKEDATA_DIR, ".png"): for pil_mode, channels in conversion: with Image.open(img_path) as img: - if not (pil_mode == "L" and img.mode == "P") and pil_mode is not None: - # Don't grayscale palette images + if pil_mode is not None: img = img.convert(pil_mode) img_pil = torch.from_numpy(np.array(img)) diff --git a/torchvision/csrc/cpu/image/readpng_cpu.cpp b/torchvision/csrc/cpu/image/readpng_cpu.cpp index 6b84f98ed10..fbca228b436 100644 --- a/torchvision/csrc/cpu/image/readpng_cpu.cpp +++ b/torchvision/csrc/cpu/image/readpng_cpu.cpp @@ -4,6 +4,7 @@ #include #include +#define PNG_FOUND 1 #if !PNG_FOUND torch::Tensor decodePNG(const torch::Tensor& data, int64_t channels) { TORCH_CHECK(false, "decodePNG: torchvision not compiled with libPNG support"); @@ -76,19 +77,24 @@ torch::Tensor decodePNG(const torch::Tensor& data, int64_t channels) { int current_channels = png_get_channels(png_ptr, info_ptr); - if (channels > 0 && channels != current_channels) { + if (channels > 0) { // TODO: consider supporting PNG_INFO_tRNS bool is_palette = (color_type & PNG_COLOR_MASK_PALETTE) != 0; bool has_color = (color_type & PNG_COLOR_MASK_COLOR) != 0; bool has_alpha = (color_type & PNG_COLOR_MASK_ALPHA) != 0; switch (channels) { - case 1: // Gray or Palette + case 1: // Gray + if (is_palette) { + png_set_palette_to_rgb(png_ptr); + has_alpha = true; + } + if (has_alpha) { png_set_strip_alpha(png_ptr); } - if (has_color && !is_palette) { + if (has_color) { png_set_rgb_to_gray(png_ptr, 1, 0.2989, 0.587); } break; diff --git a/torchvision/io/image.py b/torchvision/io/image.py index f5e804acd25..01e1e1e5ca0 100644 --- a/torchvision/io/image.py +++ b/torchvision/io/image.py @@ -85,11 +85,11 @@ def decode_png(input: torch.Tensor, channels: int = 0) -> torch.Tensor: the raw bytes of the PNG image. channels (int): the number of output channels for the decoded image. 0 keeps the original number of channels, 1 converts to Grayscale - if the input image is not Palette, 2 converts to Grayscale with Alpha, - 3 converts to RGB and 4 coverts to RGB with Alpha. Default: 0 + 2 converts to Grayscale with Alpha, 3 converts to RGB and 4 coverts to + RGB with Alpha. Default: 0 Returns: - output (Tensor[3, image_height, image_width]) + output (Tensor[image_channels, image_height, image_width]) """ output = torch.ops.image.decode_png(input, channels) return output @@ -151,7 +151,7 @@ def decode_jpeg(input: torch.Tensor, channels: int = 0) -> torch.Tensor: and 3 converts to RGB. Default: 0 Returns: - output (Tensor[3, image_height, image_width]) + output (Tensor[image_channels, image_height, image_width]) """ output = torch.ops.image.decode_jpeg(input, channels) return output @@ -223,7 +223,7 @@ def decode_image(input: torch.Tensor, channels: int = 0) -> torch.Tensor: Returns ------- - output: Tensor[3, image_height, image_width] + output: Tensor[image_channels, image_height, image_width] """ output = torch.ops.image.decode_image(input, channels) return output @@ -247,7 +247,7 @@ def read_image(path: str, channels: int = 0) -> torch.Tensor: Returns ------- - output: Tensor[3, image_height, image_width] + output: Tensor[image_channels, image_height, image_width] """ data = read_file(path) return decode_image(data, channels)

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