expected str, bytes or os.PathLike object, not Sequential

link管理

链接快照平台

输入网页链接，自动生成快照
标签化管理网页链接

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alt="Lightrun" class="TemplateHeader-module--logoImg--5e9c4"/></a><nav class="TemplateHeader-module--navWrapper--b3c39"><div class="TemplateHeader-module--navList--a14d9"><div class="TemplateHeader-module--btnMenu--375a2"><button class="TemplateHeader-module--item--c5b2d">Dev Observability <img src="data:image/svg+xml;base64,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" alt="arrow_down"/></button><div class="SharedMenu-module--wrapperContainer--6e38e "><div class="SharedMenu-module--wrapper--49c2c"><p class="titleGradient">Dev Observability</p><div class="SharedMenu-module--menuList--d425c"><a href="https://lightrun.com/developer-observability/" class="SharedMenu-module--link--ad046">What is Developer Observability?</a><a href="https://lightrun.com/why-lightrun/" class="SharedMenu-module--link--ad046">Why Lightrun?</a><a href="https://lightrun.com/architecture/" class="SharedMenu-module--link--ad046">Lightrun Architecture</a><a href="https://lightrun.com/sdk/" class="SharedMenu-module--link--ad046"><span>The Lightrun SDK</span><sup>TM</sup></a><a href="https://lightrun.com/plugin/" class="SharedMenu-module--link--ad046">The Lightrun IDE Plugin</a><a href="https://lightrun.com/security/" class="SharedMenu-module--link--ad046">Security</a><a href="https://lightrun.com/comparisons/" class="SharedMenu-module--link--ad046">Comparisons</a><a href="https://lightrun.com/integrations/" class="SharedMenu-module--link--ad046">Integrations</a></div><div class="SharedMenu-module--arrow--d0e9b "/></div></div></div><div class="TemplateHeader-module--btnMenu--375a2"><button class="TemplateHeader-module--item--c5b2d">Product <img src="data:image/svg+xml;base64,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" alt="arrow_down"/></button><div class="SharedMenu-module--wrapperContainer--6e38e SharedMenu-module--expandedMenuContainer--4c975"><div class="SharedMenu-module--wrapper--49c2c"><div class="SharedMenu-module--productWrapper--40db0"><div><div class="titleGradient">Architectures</div><div class="SharedMenu-module--mainBlockMenu--064a3"><div class="SharedMenu-module--menuBlock--9a914"><div class="SharedMenu-module--subTitleList--11ca1">Deployment Patterns</div><div class="SharedMenu-module--menuList--d425c"><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/kubernetes-troubleshooting/">Kubernetes Debugging</a><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/serverless-debugging/">Serverless Debugging</a><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/feature-flag-validation/">Feature Flag Debugging</a></div></div><div class="SharedMenu-module--menuBlock--9a914"><div class="SharedMenu-module--subTitleList--11ca1">Environments</div><div class="SharedMenu-module--menuList--d425c"><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/enviroments/dev-qa-staging/">Dev/QA/Staging</a><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/enviroments/ci-cd-pipelines/">CI/CD</a><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/enviroments/production/">Production</a></div></div></div></div><div><div class="titleGradient">Roles</div><div class="SharedMenu-module--mainBlockMenu--064a3"><div><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/roles/backend-developer/">Backend Developer</a><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/roles/devops-sre/">DevOps Engineer/SRE</a><a class="SharedMenu-module--link--ad046" href="https://lightrun.com/roles/engineering-leader/">Engineering Leader</a></div></div></div><div><div class="titleGradient">Benefits</div><div 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src="/answers/static/question-mark-6a6962885f54fa6c88cf5e38232283da.png" alt="question-mark" class="Hero-module--heroImg--8554a"/><div class="Hero-module--wrapper--29990"><h1>Stuck on an issue?</h1><p class="Hero-module--description--894ed">Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.<br/></p><p class="Hero-module--description--894ed Hero-module--strongText--4ea65">And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.</p><button class="Hero-module--btnHero--4efca">Talk to a Lightrun Answers expert</button></div></div></div></div><section class="sectionWrapper IssueSummary-module--issueSummary--29ccb"><div class="Container-module--container--052f0"><div class="IssueSummary-module--wrapper--5e867"><h2 class="IssueSummary-module--title--1229e">expected str, bytes or os.PathLike object, not Sequential</h2><a href="https://github.com/streamlit/streamlit/issues/2871" class="IssueSummary-module--linkUnderline--4cc7f">See original GitHub issue</a></div><div class="IssueSummary-module--wrapperGrid--5ff55"><div class="IssueSummary-module--descriptionWrapper--3a1cb"><h3>Issue Description</h3><div class="LeftScrollContainer-module--wrapper--9987b IssueSummary-module--textContainer--3e705 "><div class="LeftScrollContainer-module--content--0b83d"><div><p>I am trying to deploy my Image Classification model and facing this issue while reading the selected image.</p> <p>Code snippet:</p> <pre><code>def prediction(model): image_file = st.file_uploader("Choose a bird image..", type="jpg") if(image_file is not None): image = Image.open(image_file) st.image(image, width=40, caption='Uploaded bird image', use_column_width=True) np_image = np.array(image).astype('float32')/255 np_image = transform.resize(np_image, (224, 224, 3)) np_image = np.expand_dims(np_image, axis=0) model = load_model(model) prediction = model.predict(img.reshape(1,224,224,3)) if(np.argmax(prediction)==0.0): st.write('According to Model, it can be: COVID-19 with an Accuracy of {0:.2f}%'.format(np.max(prediction)*100)) elif(np.argmax(prediction)==1.0): st.write('According to Model, it can be: Normal with an Accuracy of {0:.2f}%'.format(np.max(prediction)*100)) elif(np.argmax(prediction)==2.0): st.write('According to Model, it can be: Pneumonia with an Accuracy of {0:.2f}%'.format(np.max(prediction)*100)) <p>I executed the same code a month ago, and it worked fine—Donno why I am facing this error now.</p> <h3>Debug info</h3> <li>Streamlit version: 0.72.0</li> <li>Python version: Python 3.7.5</li> <li>Tensorflow Version: tensorflow==2.4.1</li> <li>Keras Version: Keras==2.3.1</li> <li>Using IDLE</li> <li>OS version: Windows</li> <li>Browser version: Chrome</li> </div></div></div></div><div class="IssueSummary-module--descriptionWrapper--3a1cb"><h3>Issue Analytics</h3><ul class="IssueSummary-module--analyticsWrapper--8f2e1"><li><span class="IssueSummary-module--boldTitle--7ed35">State:</span><img src="data:image/svg+xml;base64,<svg width="91" height="31" viewBox="0 0 91 31" fill="none" xmlns="http://www.w3.org/2000/svg">
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" alt="closed"/></li><li>Created 2 years ago</li><li><span class="IssueSummary-module--boldTitle--7ed35">Comments:</span><span>9</span></li></ul></div></div></div></section><section class="sectionWrapper TopResultsSection-module--topResultsSection--ece62"><div class="Container-module--container--052f0"><div class="TopResultsSection-module--wrapper--4186d"><section class="TopGitHubComments-module--commentsSection--674bb"><h4 class="H4-module--title--7a773 "><img src="/answers/static/github_icon-09b634433ea463575cb8c3c7818ee4e2.svg" alt="github_icon"/>Top GitHub Comments</h4><div class="TopGitHubComments-module--commentsContainer--87a5a"><div class="TopGitHubComments-module--commentsWrapper--89d00"><div class="TopGitHubComments-module--itemWrapper--c6dba"><div class="TopGitHubComments-module--itemHead--c0a84"><div class="TopGitHubComments-module--itemReactions--3aa39"><span class="TopGitHubComments-module--count--e5170">1</span><span class="TopGitHubComments-module--description--034b2">reaction</span></div><a href="https://github.com/streamlit/streamlit/issues/2871#issuecomment-801673859" class="TopGitHubComments-module--name--a03f6">snehitvaddi</a><span class="TopGitHubComments-module--itemTitle--6bdb1">commented, Mar 18, 2021</span></div><div class="LeftScrollContainer-module--wrapper--9987b TopGitHubComments-module--scrollContainer--9d8cc"><div class="LeftScrollContainer-module--content--0b83d"><div><p>Yes <a href="https://github.com/kmcgrady">@kmcgrady</a> , I did use <code>file.read()</code><br/> <strong>code:</strong> <code>image = Image.open(io.BytesIO(file.read()))</code> .</p> <p>I came across some working code as given below:</p> <pre><code>def prediction(model): file = st.file_uploader("Choose a X-Ray image..", type=["jpg","png"]) if(file is not None): img = Image.open(file) img = ImageOps.fit(img,(224,224)) img = np.asarray(img) img_reshape = img[np.newaxis,...] st.image(img, width=40, caption='Uploaded X-ray image', use_column_width=True) st.write("") st.write("Classifying...") prediction = model.predict(img_reshape) print(np.argmax(prediction)) if(np.argmax(prediction)==0.0): st.write('According to Model, it can be: COVID-19 with an Accuracy of {0:.2f}%'.format(np.max(prediction)*100)) elif(np.argmax(prediction)==1.0): st.write('According to Model, it can be: Normal with an Accuracy of {0:.2f}%'.format(np.max(prediction)*100)) elif(np.argmax(prediction)==2.0): st.write('According to Model, it can be: Pneumonia with an Accuracy of {0:.2f}%'.format(np.max(prediction)*100)) <p><strong>Right now, I’m facing two issues.</strong><br/></p>