Whoops 2015
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This document describes a simple project going wrong from start to finish due to lack of communication and detailed specifications between the different teams involved. Marketing, sales, engineering, production and maintenance all interpreted the project differently, resulting in the final product not meeting what the customer wanted. The document stresses that projects are likely to fail if there are no clear and detailed specifications provided to all teams.
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6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Computational Engineering IITH Presentation
This Presentation will give you a brief idea about what Computational Engineering at IIT Hyderabad has to offer.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
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Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
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Whoops 2015
- 1. WHOOPS !!!
- 2. A VERY SIMPLE PROJECT FROM START TO FINISH However, something goes a bit wrong.
- 3. The way marketing requested it
- 4. The way sales ordered itThe way production manufactured it: The way maintenance installed it:
- 5. The way engineering designed it
- 6. The way production manufactured it: The way maintenance installed it: The way production manufactured it
- 7. The way production manufactured it: The way maintenance installed it: The way maintenance installed it
- 8. The way production manufactured it: The way maintenance installed it: What the customer actually wanted!!
- 9. Things certainly go wrong if there are no detailed specifications.
- 10. Things certainly go wrong if there are no detailed specifications.