{"id":473,"date":"2024-11-14T10:08:09","date_gmt":"2024-11-14T15:08:09","guid":{"rendered":"https:\/\/www.exanodia.com\/en\/?p=473"},"modified":"2024-11-14T10:18:12","modified_gmt":"2024-11-14T15:18:12","slug":"internship-optimization-of-defect-detection-models-on-radiographic-images-m-f","status":"publish","type":"post","link":"https:\/\/www.exanodia.com\/en\/blog\/2024\/11\/14\/internship-optimization-of-defect-detection-models-on-radiographic-images-m-f\/","title":{"rendered":"Internship \u2013 Optimization of Defect Detection Models on Radiographic Images (M\/F)"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221; el_class=&#8221;Grand-titre titre-font txt-blanc&#8221;]<\/p>\n<h1 style=\"text-align: center;\">Internship for Master\u2019s Student or Engineering School \u2013 Optimization of Defect Detection Models on Radiographic Images (M\/F)<\/h1>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/2&#8243; el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221;]<\/p>\n<ul>\n<li>\ud83d\udccdLyon \/ Home office<\/li>\n<li>\ud83d\udcc5 6 months<\/li>\n<li>\ud83c\udf93 Master\u2019s 2 (M2) or Engineering Schoolr<\/li>\n<li>\ud83d\udc68\u200d\ud83d\udcbb Data Science, Artificial Intelligence, Machine Learning<\/li>\n<li>\ud83d\udccb Comp\u00e9tences : Machine Learning, Deep Learning, Computer Vision, Image Processing<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][\/vc_column][\/vc_row][vc_row][vc_column el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221; el_class=&#8221;Grand-titre titre-font txt-blanc&#8221;]<\/p>\n<p style=\"text-align: left;\">About EXANODIA<\/p>\n<p>[\/vc_column_text][vc_row_inner][vc_column_inner][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: justify;\">EXANODIA is an innovative startup founded in 2023 in Lyon, specializing in AI-assisted Non-Destructive Testing (NDT). We develop cutting-edge solutions to automate and ensure reliable industrial inspections, especially through the analysis of radiographic images and other NDT data. Our work spans demanding industries such as nuclear, aerospace, oil &amp; gas, and naval, where precision and safety are paramount.<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;&#8221; el_class=&#8221;Grand-titre titre-font txt-blanc&#8221;]<\/p>\n<p style=\"text-align: left;\">Internship Description:<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;txt-blanc&#8221;][vc_column el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: justify;\">As part of our growth, we are looking for a Master\u2019s student or engineering school intern to <strong>explore and optimize the performance of our defect detection models on radiographic images<\/strong>. You will be tasked with proposing, testing, and implementing innovative approaches to improve the accuracy, speed, and robustness of our computer vision algorithms.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;&#8221; el_class=&#8221;Grand-titre titre-font txt-blanc&#8221;]<\/p>\n<p style=\"text-align: left;\">Main Responsibilities:<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;txt-blanc&#8221;][vc_column el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221;]<\/p>\n<ul>\n<li><strong>Exploration of new model architectures:<\/strong> Study and implement various machine learning architectures (CNN, GANs, transformers, etc.) to enhance defect detection capabilities.<\/li>\n<li><strong>Performance optimization:<\/strong> Improve existing pipelines, particularly processing speed, robustness to data variations, and prediction accuracy.<\/li>\n<li><strong>Image processing and data analysis:<\/strong> Work on segmentation, classification, and anomaly detection on radiographic images.<\/li>\n<li><strong>Experimentation and validation:<\/strong> Test models on large datasets and perform cross-validation to ensure the reliability of the proposed solutions.<\/li>\n<li><strong>Collaboration with technical teams:<\/strong> Collaborate closely with our data scientists, software engineers, and NDT experts to integrate the models into our platform.<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;&#8221; el_class=&#8221;Grand-titre titre-font txt-blanc&#8221;]<\/p>\n<p style=\"text-align: left;\">Required Profile:<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/2&#8243; el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221;]<span class=\"fort\">Comp\u00e9tences techniques :<\/span><\/p>\n<ul>\n<li><strong>Education:<\/strong> Final-year Master\u2019s (M2) or engineering school student in Data Science, Artificial Intelligence, Machine Learning, or a related field.<\/li>\n<li><strong>Technical skills:<\/strong>\n<ul>\n<li>Experience with machine learning and deep learning frameworks (TensorFlow, PyTorch, etc.).<\/li>\n<li>Knowledge of image processing and computer vision (segmentation, object detection, classification).<\/li>\n<li>Familiarity with large-scale data processing (Big Data).<\/li>\n<li>Proficiency in Python programming and version control tools (Git).<\/li>\n<li>Experience in the NDT field or radiographic imaging is a plus.<\/li>\n<\/ul>\n<p><span class=\"fort\">Personal qualities:<\/span><\/p>\n<ul>\n<li>Intellectual curiosity and initiative to propose innovative solutions.<\/li>\n<li>Team player with strong communication skills.<\/li>\n<li>Autonomy, attention to detail, and enthusiasm for tackling technical challenges.<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243; el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221;]<span class=\"fort\">What We Offer:<\/span><\/p>\n<ul>\n<li>A stimulating work environment in a startup at the forefront of AI applied to industrial inspections.<\/li>\n<li>Concrete projects with direct impact on industrial safety.<\/li>\n<li>The opportunity to work with cutting-edge technologies and grow in a booming sector.<\/li>\n<li>Potential for permanent employment depending on performance and opportunities.<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;txt-blanc&#8221;][vc_column width=&#8221;1\/2&#8243; el_class=&#8221;txt-blanc&#8221;][vc_column_text css=&#8221;&#8221;]<span class=\"fort\">I would like to apply :<\/span><\/p>\n<p style=\"text-align: center;\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f468-o1\" lang=\"fr-FR\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/473#wpcf7-f468-o1\" 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