Pil save image with exif

However, 258 out the total 1281 train images are having 'Possibly corrupt EXIF data' and been ignored when loaded to the ResNet model, very likely due to a Pillow issue. For instance: Sep 8, 2021 · I was able to figure out how to read a single image coordinates using python. imgs = [os. b64encode(buff. first reason was the PIL Image failed to get the exif, and crashed on array key; fixed by replacing PIL get exif with piexif. You wouldn't want a 1kb thumbnail containing 60kb exif data. open("test. To be sure, please provide an image, and ideally, the code that you are running over it. img = Image(src) print (src. Ensure the binary mode flag is set. has_exif: status = f"contains EXIF (version {image Jun 13, 2024 · A command-line application and Perl library for reading and writing EXIF, GPS, IPTC, XMP, makernotes and other meta information in image, audio and video files. cvtColor(img,cv2. jpg', quality=100, subsampling=0) Jun 8, 2022 · Concerning the EXIF module: You overwrite the image because img1 is not just the EXIF data but the entire image. jpg") image = image. Parameters: image – The image to transpose. The ExifTags module exposes several enum. info ['exif'] # process the image, for example resize: im_resized = im. img_path = 'images/image_exif. More Tags An image. save function in the source code (line 750) for May 6, 2020 · Rasterio tags are the easiest way to add metadata of any kind to an image. save(buff, format="JPEG") img_str = base64. import pie Apr 1, 2013 · We would like to show you a description here but the site won’t allow us. If one wants to keep the content of the image as-is, then it is better using this other approach : link – Dec 25, 2019 · Just a note here that using im = ImageOps. From the ( DOCS) Image. """ OP_BACKGROUND = 1 " Contribute to Zagred47/VTON development by creating an account on GitHub. This code snippet presents a function resize_image_with_exif that resizes an image using PIL while ensuring that the EXIF metadata remains unchanged. 0, EXIF data can be read from PNG images. However, for TIF images the info-dictionary does not contain an 'exif'-key. load ( img . I used Python's pillow library parsing the images to extract DateTime. . Changing the quality below from 100 to 0 does not do anything. For the purposes of this tutorial, we are saving the final images separate from the originals. To edit an image (resize, crop, etc. asarray) for doing the conversion for proper visualization: import sys. fromarray(image1, 'RGB') image2. ) I use a pillow or OpenCV library. dump(exif_dict) img. Assuming the data in generated is valid. exe". Make sure to install the following dependencies: pixeif; Pillow; Then run the following code considering the image is Image. tif','w',**profile) as dst: dst. Encoding of 8, 10, 12 bit HEIC and AVIF files. Jul 31, 2019 · By default, IrfanView respects the Exif info and will auto-rotate the image based on its orientation flag. tag_v2 # Add or modify any tags you want (using the tag number as key) # Tag number 270 is the ImageDescription tag tiffinfo Sep 26, 2022 · Here is the full code so far: Note I am using cv2 to practice converting as this will be applicable to my project full code. Jan 24, 2018 · I'm not convinced that most people care about most of the data you get from EXIF anyway. This method returns a copy of this image, rotated the given number of degrees counter clockwise around its centre. resize ( (1920, 1080), resample=PIL. (3) And you could search pypi for exif-related packages. The image is not rotated in place. May 14, 2017 · 7. LANCZOS) im_resized. import os. info["exif"]) exif_bytes = piexif. TAGS. open(io. eg: im. Parameters: id – An image format identifier. tif") # Get the TIFF tags from the source image tiffinfo = sourceimg. open(path) exif_dict = piexif. ImageOps. When you update your EXIF data, feel free to overwrite the original image. jpg. Python Pillow IT. – 14. jpg") But the result is: which to me is a 90 degree rotation. open(str(file_path)) except FileNotFoundError: if ignore_error: return -1 else: raise FileNotFoundError(file_path) exif: PIL Feb 20, 2024 · My code: from PIL import Image. Enter this into a new code cell and run it: for index, image in enumerate (images): if image. Pass this image file object into the exif. info [ "exif" ]) if piexif . I'm attempting to write a floating point PIL image object out to a channel in an EXR file using OpenEXR. The metadata so obtained. EXIF meta data can be stripped from an image with the Pillow library by opening the image, creating a new image without copying the meta data, and saving. :param Image im: Image instance to inspect. Code from PIL import Image with Image. ipynb: Notebook showcasing the different image metadata processing techniques (e. jpg&quot; # read the image data using PIL image = Image. Oct 24, 2020 · Using the following Python code on Windows 10, I am trying to edit the EXIF info for &quot;Date Taken&quot; on a tif image file created with Nikon Scan 4. So you should add img = before the operation, like so: img = ImageOps. . save(output_file, exif=img_exif) It would be worth stating that using this approach (in particular using the save function) might result in a modification of the image content. open ( filename ) if "exif" in img . open("source. ordered_image_files[0]. '''some code here'''. PIL library’s Image module will forgive such mistakes while opening files and figure out the file extension of the image by itself. read() with rasterio. save('. def adjust_img(path): img = PIL. Code: basewidth = 400. PIL is one of the important modules for image processing in Python. update_tags(a='1', b='2') dst. I suspected that auto-orientation and exif data is messing with me, so I tried these commands separately before the rotation but they did not help getting the pillow-heif. Python の画像ライブラリ Pillow を使用すると、画像ファイルの Exif 情報を取得できます。. When an image is opened from a file, only that instance of the image is considered to have the format. The Pillow transpose operations adjusts the image data, not the image metadata, and Pillow PNG saving retains the image metadata by default. You can try this and check if it resolves your problem. JPG') Following is the error: Traceback (most recent call last): May 11, 2014 · Note: I am not looking to modify the EXIF data! I'm trying to re-orient an image based on its EXIF data. close() Nov 5, 2013 · But you can strip all but icc-profile: exiftool -all= --icc_profile:all 8snmhp4sjd75vdr27gbadolc003i. executable = "exiftool. from exif import Image. driver – A function to save images in this format. Installation $ pip install Pillow If you don't have administrator rights (sudo on Debian), you can use $ pip install --user Pillow Other notes regarding the installation are here. It saves all the results to a temporary image. ExifTags module. Mar 30, 2015 · 1. Creates a copy of an image memory from pixel data in a buffer. Module. exif_transpose(img) is not an in place operation. I have PIL installed and it imports correctly, as does the PIL. ext = 'jpg'. open("any_image. from PIL import Image, ImageOps im = Image. open('new_image. rotate(90). ensure correct datatype. This function should not be used in application code. save(temp_filename, dpi=(300, 300)) return temp_filename. batch_process_metadata. the Image instance given to do an in-place rotation. You can read an article about that on this website if you want to. TAGS try: im: PIL. open(path+item) try: for orientation in ExifTags. Jan 29, 2023 · Open an image with EXIF metadata using the Python open() built-in function. Apr 27, 2022 · 图片的exif文件格式中保存了很多信息，比如GPS经纬度，高度，焦距等信息。. Jul 8, 2023 · This will remove the EXIF data from the image file image. #. ImageOps. 0. argv[1]). png_folder = heic_folder + "_png". Image` object in place. create, read, update, delete) with the exif library. 3 (software from around 2008). To keep the orientation of the image intact, you can use the ImageOps. open(imgFile) exif_dict = piexif. now () and format the date and time using strftime (). try this, it should work. a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image. Image class: Jun 3, 2019 · I'm trying to send json dict that should contain Pillow image as one of his fields, to do that I have to convert the image to string. 首先安装piexifpip3 install piexif2. You can always restore from the backup we made if needed. png and is in the same directory of the script: Feb 26, 2014 · What I want to do is rotate this image according to this tag and save it this way. Feb 12, 2018 · Just posted an answer here: How to change the dpi or density when saving images using PIL, and I found this as well. new() would create a different object anyway. create the Image. その方法を解説します。. Exif: when the `search_list` is None, return the whole Exif """ tag_by_id: dict = PIL. OpenCVのようにコンピュータービジョン系の高度な画像処理（顔検出やオプティカルフローなど）はできないが、リサイズ（拡大・縮小）や回転、トリミング（部分切り出し）のような単純な処理が簡単にできる。. save('test. rotate(270, expand=True) image. Regarding method 3 (Exif-py), it looks like that tool is for extracting Exif information from images so that you have access to it in your program, not for Dec 30, 2008 · There is actually a really simple way of copying EXIF data from a picture to another with only PIL. Keeping Image Orientation with PIL. It supports wide variety of images such as “jpeg”, “png”, “bmp”, “gif zuruoke / watermark-removal. The file format of the source file. When you resize an image, the orientation of the image can become distorted. Jun 22, 2011 · Pillow has the same interface as PIL, but works with Python 3. info['exif'] # Your picture process here. Oct 24, 2016 · I am attempting to pull exif information from '. write it works flawlessly (but I cannot manage to make it work with py2exe or Pyinstaller), so I'm trying PIL now, when I save the frame with PIL the image colors are wrong, usually greens and reds have a blue tincture. Filters# def apply_orientation(im): """. open(sys. Image module. Stuff that didn't work: img = Image() # TypeError: 'module' object is not callable. Dec 22, 2016 · Final: 1. I couldn't find any other workaround. getvalue()) Aug 12, 2022 · You can see there are metadata differences - PIL didn't retain some of the information when re-saving the image, especially some exif properties (you can see this PNG was actually converted from a JPG and the EXIF metadata was preserved in the conversion). For every image that contains EXIF data, we’ll use Image’s exif_version property to display the version of EXIF it’s using. new() # TypeError: new() takes at least 2 arguments (0 given) # . import piexif. exrPath = "path/to/image. Solution 3: EXIF (Exchangeable Image File Format) data is a standard that specifies the formats for images, sound, and ancillary tags used by digital cameras (including smartphones), scanners and other systems. However, unlike other image formats, EXIF data is not guaranteed to be present in info until load() has been called. In this article, we’ll look at how to read the EXIF data for an image in Python. open(imagename) # extract E Jan 12, 2024 · We’ll do this by checking each Image object’s has_exif property. Save the image with 100% quality. import PIL. class Disposal (IntEnum): OP_NONE = 0 """ No disposal is done on this frame before rendering the next frame. save("test_out. A common element of the info attribute for JPG and TIFF images is the EXIF orientation tag. To disable this behavior, go to Options -> Properties/Settings, click JPG/PCD/GIF and uncheck the box Auto-rotate image according to EXIF info (if available). You would have to do the following steps: load the image containing the EXIF info and get that information; load the new image which lacks that info; overwrite the new image's EXIF; save the new image with EXIF; Something in the Jan 28, 2019 · import os. open ( "file. nef' files for the purposes of automatically sorting files into folders based on the retrieved data. exr". With this library it's quite simple flip the photo's orientation. import io. However, if instead of the above code, I first assign pixels to an Feb 5, 2015 · from PIL import Image. exiftool. /1. Interlaced files are supported as of v1. open ("image. img = Image. 在图片的属性中可以看到这些信息：我们可以使用python来进行exif数据的读取和保存。. pip install exif. with open(img_path, 'rb') as src: # open(filename, mode). Python wrapper for the caesium image compressor cli - JemiloII/caesium_image_compressor Dec 23, 2014 · Naturally, the metadata should be preserved as much as possible. 0 and Tensorflow as background (and Python 3). The :py:meth:`~PIL. png". For example, let’s extract the date and time of the image using the get method. Oct 18, 2022 · img = Image(src) print (src. Add a comment with the name of the Author and his Website # 6. The EXIF data is retrieved from the original image and saved along with the resized image. array instead of numpy. Nov 29, 2018 · I understand this is because jpeg is a lossy format, but the only way I've found around it is to save it as a png and then export it as a jpeg with Mac Preview, which is not good, because I have hundreds of pictures. However, the PIL module is not supported since 2011 and doesn’t support python 3. info['exif']) Jun 16, 2020 · Here is an example using it. img = cv2. If you read an image with Pillow and show it or save it Sep 15, 2020 · 3. open(r"D:\YY_Aadhi\HED-BSDS\test\2018. Copy the EXIF information to the maxi and mini image # 7. ExifTags import TAGS # path to the image or video imagename = &quot;image. read_csv('FinalImageMetaData. import argparse. keys(): if ExifTags. You have to choose to save it. Here is some example code for getting regular EXIF data from a JPG file: This method calculates an appropriate thumbnail size to preserve the aspect of the image, calls the :py:meth:`~PIL. This will ask you to save image to dsik, mostly in PNG format. save(thumbnail_buf_string, format=file_save_extension) – Jisson Jun 12, 2013 at 10:46 Jan 22, 2013 · Here is a suggestion (with other minor modifications, like using fftshift and numpy. Keyword-only argument. Adding & removing thumbnails. import numpy as np. Usually to read metadata from an image I used PyExifTool witch is very powerfull: import exiftool. Oct 2, 2015 · The documentation for Image. EXIF, XMP, IPTC read & write support. Based on my reading, it appears that PIL is a good choice for getting the information into Python. How to read the EXIF data for an image in Python? To read the EXIF data for an image in Python, we can use the PIL. Image. I did notice, however there were two photos identified as being taken in 1980, which was simply wrong. May 13, 2022 · Finally, just save the changes to your image. For most pictures it seemed working. import Imath. load(img); – Thanatos11th Dec 22, 2016 at 20:08 Jun 9, 2021 · Its been asked a lot of times how to resize an image and keep the existing exif data. exif_transpose() method. Tip 1: PIL is smart about opening images. def get_images(heic_folder): # Get all the heic images in the folder. im. You can look at the TiffWriter. open('. HEIC')] # Name of the folder where the png files will be stored. 7. Get the metadata. The above changes the dpi (to 300) and resizes the image. transpose(pixels, (1, 2, 0)) image2 = Image. Though if the exif tag Orientation is still set to 3, then a software that interprets Exif will rotate my already-rotated image. save() method. I'm able to do that easily with PIL: from PIL import Image im = Image. This will still save the image slightly different from the original, because it will also use subsampling to reduce the image size. Iterate over the first dimension, keeping track of the index. Oct 21, 2019 · for img in img_frames: with Image. Nov 5, 2013 at 15:32. register_save_all (id, driver) → None [source] # Registers an image function to save all the frames of a multiframe format. jpg") img. – Finlay McWalter Nov 13, 2017 · 0. in_place – Boolean. I tried to use pillow function: image. However, if you re-save the image with original image's info data Oct 13, 2022 · Model etc. I checked the tags of these two images, they were far fewer than normal - only four of them: Then I am using transfer learning with ResNet50 to work on these images, within Keras 2. That means: it returns a rotated image, but it does not rotate the img automatically. Step 4: Add the current datetime in between root and extension and concatenate them. Jan 13, 2021 · Did you know that you can get EXIF data from JPG image files using the Python programming language? You can use Pillow, the Python Imaging Library’s friendly fork to do so. name, img) Output: Now that we loaded our image, let’s see what contains EXIF data in our image. Remove the thumbnail from the EXIF Information # 4. exrFile = OpenEXR. PIL imaging library is pretty smart. list_all()) Output: So as you can see we have lots of EXIF data in the particular image. info : exif_dict = piexif . You don't save the original jpeg, you load the image data and save it as a new image. open` function identifies files from their contents, not their names, but the :py:meth:`~PIL. exif数据读取代码import piexiffrom PIL import Image# Read Imagefname = '. image = image. from PIL. jpg and save a new image file called image_without_exif. jpg") Make sure you add the r letter and also use backslash. Here is an example: Mar 19, 2020 · Please check and let me know how could I achieve this. So that a software that doesn't interpret exif will still display it in the good orientation. JPG'. py: Python script to batch process metadata of a set of images. exif_transpose(img) edited Apr 6, 2023 at 1:17. You can also use any pixel decoder supported by PIL. The problem I have, now, is that after the rotate() I get back an image with no format, as the docs say. 0 documentation. image = Image. image1 = Image. py. im = Image. df1= pd. 2021 Remove Meta Data from an Image in Python with PIL. csv') --dataframe which has list of images file names in the directory. Code is: img = PIL. from tqdm import tqdm. jpg" ) im = ImageOps. Features: Decoding of 8, 10, 12 bit HEIC and AVIF files. In its simplest form, this function takes three arguments (mode, size, and unpacked pixel data). import numpy. As of Pillow 6. HeifImagePlugin instead of pillow_heif Use the EXIF Orientation information to turn the image # 3. Tifffile is one option for saving microscopy images with lots of metadata in python. profile data=old_file. ExifTool by Phil Harvey Jun 23, 2014 · Stack Overflow Public questions & answers; Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Talent Build your employer brand Jan 7, 2021 · 1. I can read EXR data into a PIL image fine: import OpenEXR. save(os. Support of multiple images in one file and a PrimaryImage attribute. Thanks in advance. Oct 31, 2021 · Sometimes, we want to read the EXIF data for an image in Python. rotate (angle, resample=0, expand=0, center=None, translate=None) Returns a rotated copy of this image. jpg') exif = image. frombytes(mode, size, data, decoder_name='raw', *args) → Image [source] #. Apr 7, 2020 · Pillow makes a distinction between the image data itself, and the image metadata. open(), then you can save it in various formats using the save() method. Here is the code that I am applying to it: from PIL import Image. tag_v2 dict can be modified and used as the tiffinfo argument when saving the target image:. I'm using PIL (Pillow) and succeeded to do it with JPEG files as input data, since PIL is able to read the EXIF-data in this case. jpg', quality=100) You can also turn off subsampling to make sure you get the exact same as the original image. Pillow and Exif Info. join(heic_folder, f) for f in os. open says that it can accept a file-like object, so you should be able to pass in a io. Call to register_heif_opener can be replaced by importing pillow_heif. A python script for adding a watermark to many images at once. jpg and get 74. toString() but still got it as bytes, so I tried to encode it: buff = BytesIO() image. Sep 14, 2021 · Step 1: Open the image using Image module with the provided path. resize() method, and saved the resized image using the Image. Pillow module gives more functionalities, runs on all major operating system and support for python 3. Extract the oritentation EXIF tag from the image, which should be a PIL Image instance, and if there is an orientation tag that would rotate the image, apply that rotation to. A telegram bot that applies watermark on images, gifs, and videos. answered Apr 5, 2023 at 23:58. fromarray(convert) Apr 21, 2017 · I've got this function, that gets a video, extracts a frame and save it as an image, if i use cv2. If the Orientation value is 3, 6, or 8, I rotate it accordingly. Step 3: Split the path using os. Although it might not be ideal in all cases you can open files without even typing their full name or file extensions. path. Mar 7, 2022 · The TiffImageFile. I think the full answer posted on this will answer your question. eps') I know that it is possible to set dpi while saving. See :ref:`Saving APNG sequences<apng-saving>`. Easy and practical. format ⇒ string or None. with exiftool. You need to store the image returned from rotate(). --dataframe to store list of image file names and comments to update. name, img) import PIL. img. (2) A plain google search on "exif python3 write" pulls up interesting leads. image_data = # byte values of the image. open(img) as temp_img: ordered_image_files. Approach: Import the pillow module. The EXIF orientation describes how the actual image should be transposed, it is not the image itself. Though it doesn't permit to modify the exif tags. img_path = 'test. Sep 29, 2020 · Code: from PIL import Image from PIL. This is an instruction for how the image data should be oriented. BytesIO object created from the bytes object containing the encoded image: from PIL import Image. save('image2. register_extension (id, extension) → None Dec 21, 2011 · Here are some ways you might find an answer however: (1) Search StackOverflow for questions with both python and exif tags, sort by "Newest", and see what libraries are being used. example: import rasterio old_file=rasterio. ExifTags import TAGS. Jan 15, 2022 · 1. from PIL import Image sourceimg = Image. splitext (path) into root and extension. A better choice is the pyexiv2 library. webp', 'WebP', quality=80, exif=exif_bytes) # Compress in webp. jpg'. May 20, 2023 · We then resized the image using the Image. Contribute to Zagred47/VTON development by creating an account on GitHub. png') Then the image saved is identical to "myimage. prefix = '\my\path\prefix'. save ("resized. Feb 21, 2018 · Note that the original image type is JPEG. png") convert = cv2. save the image. Image_Metadata_Extraction_EXIF. open(filepath) as img: width, height = img. Dec 12, 2022 · PillowでExif情報の撮影条件を取得【Python】. （好み Aug 13, 2023 · from PIL import Image import pillow_heif if __name__ == "__main__": pillow_heif. save('test_rotated. – user2846289. imread("keyboard. endswith('. 1 kb with icc-profile untouched. tif', save_all = True, append_images = ordered_image_files[1:]) Running this gives me: Jul 4, 2021 · from PIL import Image. rotate(90) image. JPG') image1. BytesIO(image_data)) To save an image using the Python Imaging Library (PIL), you can use the save() method provided by the Image class. Exif 情報の中の撮影条件を取得するには一手間必要です。. open('epstest. Image = PIL. draft` method to configure the file reader (where applicable), and finally resizes the image. open('test. write(data) dst. import cv2. open("target. Feb 8, 2017 · If I then transpose this image back to [x][y][channel], create a PIL image from this array, and then save the image: image1 = np. Beyond time-and-place taken, and maybe exposure/shutter info, it's fairly dull and esoteric stuff. Oct 22, 2009 · Although PIL can read EXIF metadata, it doesn't have the ability to change it and write it back to an image file. jpg', 'JPEG', exif=exif) As you can see, the save function Pillow identifies, reads, and writes PNG files containing 1, L, LA , I, P, RGB or RGBA data. To apply this information to an image, exif_transpose() can be used. tif') profile=old_file. The TAGS dictionary maps 16-bit integer EXIF tag enumerations to descriptive string names. TAGS[orientation]=='Orientation': break. Apr 9, 2013 · Imho opt-in is better than opt-out. tif") targetimg = Image. To read the EXIF data for an image in Python, we can use the PIL. jpeg Apr 14, 2014 · :param ignore_error: :return: int: -1 FileNotFoundError, or exif is None PIL. Python bindings to libheif for working with HEIF images and plugin for Pillow. Exif is very bulky and big and you would have to change existing code. Feb 6, 2018 · Pillow — Pillow (PIL Fork) 6. save` method looks at the name to determine which format to use, unless the format is given explicitly. register_heif_opener() img = Image. if this doesn't work then it could mean your image file path is wrong, use this to get the correct file path. PIL library will not be needed in this case. exif_transpose(im) (with import from PIL import Image, ImageOps) is much easier than all your if/else logic and will read the orientation from exif and rotate for you. g. Convert it into human-readable form. import pandas as pd. IntEnum classes which provide constants and clear-text names for various well-known EXIF tags. splitext(imgFile)[0] + '. output_file = img pillow_img. ExifTags. PIL. Oct 31, 2021 · In this article, we’ll look at how to read the EXIF data for an image in Python. Note that this function modifies the :py:class:`~PIL. 1. JPG'img Sep 1, 2017 · It is a code problem or I am reading in a bad way the datas for the new photo. Jan 2, 2019 · image_resize. It doesn't have a lot of external documentation, but the docstings are great so you can get a lot of info just by typing help (tifffile) in python, or go look at the source code. InputFile(exrPath) Example) rotate the image by its exif orientation tag value and remove the orientation tag from the image’s exif data: from PIL import Image import piexif def rotate_jpeg ( filename ): img = Image . Using the module exifread, reading the exif data works fine, like so Jun 12, 2013 · I installed gexiv2, and can edit exif data , but how can I edit edit exif of string image in memory. load(img. The output messages are like: Dec 31, 2017 · 1. size Speed Oct 9, 2019 · Say you have encoded metadata within the MakerNotes. For example, it may instruct an image to be rotated by 90 degrees, or to be mirrored. Step 2: Get the current DateTime using datetime. Create 2 image one maxi map in 600x600, one mini map in 200x200 # 5. First, you need to open the image using Image. convert('L') Aug 9, 2021 · 9 Aug. It is the same as transparency for most of the images. Though you may not want to change the size sometimes but only the dpi, therefore you can use the below: def set_image_dpi(image): """. exif_transpose (image: Image, *, in_place: bool = False) → Image | None [source] # If an image has an EXIF Orientation tag, other than 1, transpose the image accordingly, and remove the orientation data. ExifTool() as et: metadata = et. exif_transpose ( im) However, this is all a guess. For Windows, MacOS, and Unix systems. open('old_image. COLOR_BGR2RGB) pil_img = Image. In brief I would suggest to save a temp file and then delete it after you are done with it. May 24, 2009 · If you are working in python environment Spyder, then it cannot get more easier than to just right click the array in variable explorer, and then choose Show Image option. get_metadata(img_path) # read metadata. Python has PIL library which makes the task of extracting metadata from an image extremely easy that too by using just a few lines. from PIL import Image. jpeg") exif = im. ExifTags. append(temp_img) # save the first image and add the rest as frames. This can be done by running this command in the terminal: python batch_process_metadata. print(img. Two of these values are also exposed as dictionaries. import glob. save("output. 1. heic") Rotation (EXIF of XMP) will be removed automatically when needed. Load the image. listdir(heic_folder) if f. wj jv fx km ec lq cw ta kh dn