From c27be8ea60e012d8c3a421fc5b7d11762d1f1778 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 10:26:09 -0400 Subject: [PATCH 01/12] add test and check for images with alpha channel --- feat/data.py | 4 ++++ feat/tests/data/Image1.png | Bin 0 -> 2135570 bytes feat/tests/test_detector_core.py | 7 +++++++ 3 files changed, 11 insertions(+) create mode 100644 feat/tests/data/Image1.png diff --git a/feat/data.py b/feat/data.py index 9b06e9ce..06838053 100644 --- a/feat/data.py +++ b/feat/data.py @@ -1914,6 +1914,10 @@ def __getitem__(self, idx): img = Image.open(self.images[idx]) img = transforms.PILToTensor()(img) + if img.shape[0] == 4: + raise TypeError( + f"Py-feat doesn't currently support images with an alpha channel. Please try resaving {self.images[idx]} as a .png or .jpg with the alpha channel removed." + ) if img.shape[0] == 1: img = torch.cat([img, img, img], dim=0) diff --git a/feat/tests/data/Image1.png b/feat/tests/data/Image1.png new file mode 100644 index 0000000000000000000000000000000000000000..a58a951cd58be93ba14348b3048dc56eae066e3a GIT binary patch literal 2135570 zcmZ6x2UHW$7A_1T(m?^~Au1{&0@4I&k*+8pA_CHz^xkVI0wN_MDn%d^0R<`2d+10F zy+eS|Yv>6n^W(kuz4g{VYh}*PtW0L->~DYHJ|{corItDaEf*~r85zT~rz)?=$S9A= z$S%`UU%9w4bjmSHMn>;oudMv?nX>YYmmaR~?44}L$ezZ0)u%Gh?P1F_`uyqB&?V}p zG)*+OBtySkeY?>#P5tafc1Oz9*E=>ktyQu2-gsSCX)V8G*o49q?A-TV zl`hrq38G|iYYPzDK|;Y?-6~lYE=(|SCHE~E>j%0#8Vkj^%47N~o19M;VVCJcS(5pa z%9fXN$iB25p;qS^?C4etlft**M}VFe_7W!(ne~GX!ywL5vSl>c;f)it9Jk4^<@|LH!ptYOk9OtJ^1QPMV3ds zy40f)IF`b1)qYMM{J{h}xA^o!{7uH|>)k59jt!@CUNUyL)nw_aM5f>Vz;MI#-lxdh zg-(y2^WXg$l+7^x>e2H&NcUGptR6Pt2J-p4Usx11CC_z8zRrUe8j&fN{^%v%yK}{o z;X{Uve@x>2@57x+KK)touQRhgplFvbheaBMVj6!Y1Pl* 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literal 0 HcmV?d00001 diff --git a/feat/tests/test_detector_core.py b/feat/tests/test_detector_core.py index 72e763ce..c495c22c 100644 --- a/feat/tests/test_detector_core.py +++ b/feat/tests/test_detector_core.py @@ -168,6 +168,13 @@ def test_detect_single_img_multi_face(default_detector, multi_face_img): assert out.shape == (5, 173) +def test_detect_with_alpha(default_detector): + png_file = os.path.join(get_test_data_path(), "Image1.png") + + with pytest.raises(TypeError): + out = default_detector.detect_image(png_file) + + # Multiple images def test_detect_multi_img_single_face(default_detector, single_face_img): """Test detection of single face from multiple images""" From 1f4efd7371f511bc8089c5a15b9154434cea53fa Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 10:32:32 -0400 Subject: [PATCH 02/12] handle images with alpha channel --- feat/data.py | 6 +++--- .../tests/data/{Image1.png => Image_with_alpha.png} | Bin feat/tests/test_detector_core.py | 6 ++---- 3 files changed, 5 insertions(+), 7 deletions(-) rename feat/tests/data/{Image1.png => Image_with_alpha.png} (100%) diff --git a/feat/data.py b/feat/data.py index 06838053..dc6e717f 100644 --- a/feat/data.py +++ b/feat/data.py @@ -1914,10 +1914,10 @@ def __getitem__(self, idx): img = Image.open(self.images[idx]) img = transforms.PILToTensor()(img) + # Drop alpha channel if img.shape[0] == 4: - raise TypeError( - f"Py-feat doesn't currently support images with an alpha channel. Please try resaving {self.images[idx]} as a .png or .jpg with the alpha channel removed." - ) + img = img[:3, ...] + if img.shape[0] == 1: img = torch.cat([img, img, img], dim=0) diff --git a/feat/tests/data/Image1.png b/feat/tests/data/Image_with_alpha.png similarity index 100% rename from feat/tests/data/Image1.png rename to feat/tests/data/Image_with_alpha.png diff --git a/feat/tests/test_detector_core.py b/feat/tests/test_detector_core.py index c495c22c..5bf974d1 100644 --- a/feat/tests/test_detector_core.py +++ b/feat/tests/test_detector_core.py @@ -169,10 +169,8 @@ def test_detect_single_img_multi_face(default_detector, multi_face_img): def test_detect_with_alpha(default_detector): - png_file = os.path.join(get_test_data_path(), "Image1.png") - - with pytest.raises(TypeError): - out = default_detector.detect_image(png_file) + image = os.path.join(get_test_data_path(), "Image_with_alpha.png") + out = default_detector.detect_image(image) # Multiple images From cf96e1e0271468c5d9cc79d9d0da1f876899aa7d Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 10:55:25 -0400 Subject: [PATCH 03/12] update scikit version dep to deal with transposed loading issues --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index f78e50a5..60be055c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,7 +3,7 @@ numpy>=1.9 seaborn>=0.7.0 matplotlib>=2.1 nltools>=0.4.7 -scikit-learn>=1.0 +scikit-learn>=1.2 pywavelets>=0.3.0 h5py>=2.7.0 Pillow>=6.0.0 From 9978b27812e28c1ce3b3f7e00ecb0bc5fae223ad Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 11:45:06 -0400 Subject: [PATCH 04/12] drop support for 3.7 --- .github/workflows/tests_and_docs.yml | 2 +- .github/workflows/tests_on_pr.yml | 2 +- docs/basic_tutorials/04_plotting.ipynb | 4 ++-- setup.py | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/tests_and_docs.yml b/.github/workflows/tests_and_docs.yml index 6258a85d..c4787637 100644 --- a/.github/workflows/tests_and_docs.yml +++ b/.github/workflows/tests_and_docs.yml @@ -27,7 +27,7 @@ jobs: # OSs to test os: [ubuntu-latest, macos-latest, windows-latest] # Python versions to test - python-version: [3.7, 3.8, 3.9] + python-version: [3.8, 3.9, 3.10] # By default everything should pass for the workflow to pass ok-fail: [false] steps: diff --git a/.github/workflows/tests_on_pr.yml b/.github/workflows/tests_on_pr.yml index 78854825..2774fcbd 100644 --- a/.github/workflows/tests_on_pr.yml +++ b/.github/workflows/tests_on_pr.yml @@ -25,7 +25,7 @@ jobs: # OSs to test os: [ubuntu-latest, macos-latest, windows-latest] # Python versions to test - python-version: [3.7, 3.8, 3.9] + python-version: [3.8, 3.9, 3.10] # By default everything should pass for the workflow to pass ok-fail: [false] steps: diff --git a/docs/basic_tutorials/04_plotting.ipynb b/docs/basic_tutorials/04_plotting.ipynb index fe5cfd34..0985fbcd 100644 --- a/docs/basic_tutorials/04_plotting.ipynb +++ b/docs/basic_tutorials/04_plotting.ipynb @@ -7,7 +7,7 @@ "# 4. Visualizing Facial Expressions\n", "*written by Eshin Jolly*\n", "\n", - "In this tutorial we'll explore plotting in Py-Feat using functions from the `feat.plotting` module along with plotting methods using the Fex data class. You can try it out interactively in Google Collab: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/cosanlab/py-feat/blob/master/notebooks/content/05_plotting.ipynb)\n", + "In this tutorial we'll explore plotting in Py-Feat using functions from the `feat.plotting` module along with plotting methods using the Fex data class. You can try it out interactively in Google Collab: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/cosanlab/py-feat/blob/master/notebooks/content/04_plotting.ipynb)\n", "\n", "\n", "To help visualize facial expressions in a standardized way, Py-Feat includes a pre-trained partial-least-squares (PLS) model that can map between an array of AU intensities (between 0-N) and facial landmark coordinates. Just pass in a numpy array of AU intensities to the `plot_face()` function to visualize the resulting facial expression. In general we find that a 4 by 5 aspect ratio seems to work best when plotting faces (default in `plot_face()`).\n", @@ -620,7 +620,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.8.13" }, "toc": { "base_numbering": 1, diff --git a/setup.py b/setup.py index eb9a37f3..b4301a60 100644 --- a/setup.py +++ b/setup.py @@ -27,9 +27,9 @@ "License :: OSI Approved :: MIT License", "Natural Language :: English", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", ], test_suite="feat/tests", **extra_setuptools_args From 13f796098b56d4b491bc3b58e28f38f8ba007695 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 11:45:58 -0400 Subject: [PATCH 05/12] soft-pin numexpr until upstream issue is fixed --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index 60be055c..6d027464 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,6 +4,7 @@ seaborn>=0.7.0 matplotlib>=2.1 nltools>=0.4.7 scikit-learn>=1.2 +numpexpr<=2.8.4 pywavelets>=0.3.0 h5py>=2.7.0 Pillow>=6.0.0 From 0729bedfbf903c2f522031104665edcb67784060 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 11:50:10 -0400 Subject: [PATCH 06/12] 3.10 --- .github/workflows/tests_and_docs.yml | 2 +- .github/workflows/tests_on_pr.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/tests_and_docs.yml b/.github/workflows/tests_and_docs.yml index c4787637..6004a50e 100644 --- a/.github/workflows/tests_and_docs.yml +++ b/.github/workflows/tests_and_docs.yml @@ -27,7 +27,7 @@ jobs: # OSs to test os: [ubuntu-latest, macos-latest, windows-latest] # Python versions to test - python-version: [3.8, 3.9, 3.10] + python-version: [3.8, 3.9, "3.10"] # By default everything should pass for the workflow to pass ok-fail: [false] steps: diff --git a/.github/workflows/tests_on_pr.yml b/.github/workflows/tests_on_pr.yml index 2774fcbd..bcf910da 100644 --- a/.github/workflows/tests_on_pr.yml +++ b/.github/workflows/tests_on_pr.yml @@ -25,7 +25,7 @@ jobs: # OSs to test os: [ubuntu-latest, macos-latest, windows-latest] # Python versions to test - python-version: [3.8, 3.9, 3.10] + python-version: [3.8, 3.9, "3.10"] # By default everything should pass for the workflow to pass ok-fail: [false] steps: From 2ec9e1269001cbae31a5c87dc722bff4b21dfcec Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 11:52:40 -0400 Subject: [PATCH 07/12] numexpr --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 6d027464..a95bf865 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,8 +3,8 @@ numpy>=1.9 seaborn>=0.7.0 matplotlib>=2.1 nltools>=0.4.7 +numpexpr<2.8.5 scikit-learn>=1.2 -numpexpr<=2.8.4 pywavelets>=0.3.0 h5py>=2.7.0 Pillow>=6.0.0 From a7100d17f5a8959cdae2c561c89c5d80d8bbfd0f Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 11:55:02 -0400 Subject: [PATCH 08/12] numexpr --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index a95bf865..b8dbb054 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,7 +3,7 @@ numpy>=1.9 seaborn>=0.7.0 matplotlib>=2.1 nltools>=0.4.7 -numpexpr<2.8.5 +numexpr<2.8.5 scikit-learn>=1.2 pywavelets>=0.3.0 h5py>=2.7.0 From 1f0a9ba61b9e809ec2be209151ec98315b7e6469 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 12:23:31 -0400 Subject: [PATCH 09/12] remove confusing example in detect_faces --- feat/detector.py | 6 ------ 1 file changed, 6 deletions(-) diff --git a/feat/detector.py b/feat/detector.py index 5e4d9c12..5d9ad340 100644 --- a/feat/detector.py +++ b/feat/detector.py @@ -367,12 +367,6 @@ def detect_faces(self, frame, threshold=0.5, **face_model_kwargs): item is a list containing the (x1, y1, x2, y2) coordinates of each detected face in that frame. - Examples: - >>> from feat import Detector - >>> from feat.utils import read_pictures - >>> img_data = read_pictures(['my_image.jpg']) - >>> detector = Detector() - >>> detector.detect_faces(frame) """ logging.info("detecting faces...") From 5f28c948525de68f5dc3d9a04d6ce0536f55d451 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 12:38:46 -0400 Subject: [PATCH 10/12] fix version --- docs/pages/changelog.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docs/pages/changelog.md b/docs/pages/changelog.md index e0434adb..8fde2695 100644 --- a/docs/pages/changelog.md +++ b/docs/pages/changelog.md @@ -1,6 +1,12 @@ # Change Log +<<<<<<< HEAD # 0.6.0 +======= +# 0.6.1 + +## Notes +>>>>>>> 8981302 (fix version) ## Notes From 240ead30646f018124412dffc8ff3c6f35a584d6 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 12:40:02 -0400 Subject: [PATCH 11/12] version bump --- feat/version.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/feat/version.py b/feat/version.py index 906d362f..43c4ab00 100644 --- a/feat/version.py +++ b/feat/version.py @@ -1 +1 @@ -__version__ = "0.6.0" +__version__ = "0.6.1" From 5e7569cf276aa45edaef954422a77288378dba45 Mon Sep 17 00:00:00 2001 From: ejolly Date: Tue, 15 Aug 2023 12:45:50 -0400 Subject: [PATCH 12/12] update release notes --- docs/pages/changelog.md | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/docs/pages/changelog.md b/docs/pages/changelog.md index 8fde2695..70a5b254 100644 --- a/docs/pages/changelog.md +++ b/docs/pages/changelog.md @@ -1,12 +1,18 @@ # Change Log -<<<<<<< HEAD -# 0.6.0 -======= # 0.6.1 ## Notes ->>>>>>> 8981302 (fix version) + +This version **drops support for Python 3.7** and fixes several dependency related issues: + +- [#162](https://github.com/cosanlab/py-feat/issues/162) +- [#176](https://github.com/cosanlab/py-feat/issues/176) +- We can now handle images with an alpha-channel by just grabbing the RGB channels (typically in png files) +- Update minimum `scikit-learn` version requirement to ensure our viz models are loaded correctly +- Soft-pin `numexpr` version until this upstream pandas issue is [fixed](https://github.com/pandas-dev/pandas/issues/54449) + +# 0.6.0 ## Notes