Essays about: "Fake image detection"
Showing result 1 - 5 of 6 essays containing the words Fake image detection.
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1. AI-based image generation: The impact of fine-tuning on fake image detection
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Machine learning-based image generation models such as Stable Diffusion are now capable of generating synthetic images that are difficult to distinguish from real images, which gives rise to a number of legal and ethical concerns. As a potential measure of mitigation, it is possible to train neural networks to detect the digital artifacts present in the images synthesized by many generative models. READ MORE
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2. Particle Detection in Bone Marrow Using CNNs and Transformer Networks
University essay from Lunds universitet/Matematik LTHAbstract : The critical role of hematological stem cells, concentrated in bone marrow, in disease diagnosis makes the detection of these cells an imperative task. The current process, however, is slow and heavily reliant on expert interpretation, underscoring the need for automation. READ MORE
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3. Counterfeit product grouping - a cluster ensemble approach
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : he need for the development and use of efficient and reliable Anticounterfeit techniques in the manufacturing industry and online trading has recently increased tremendously. Flooding counterfeit products in the international market have several adverse social and economic impacts globally. READ MORE
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4. Cooperative edge deepfake detection
University essay from Jönköping University/JTH, Avdelningen för datateknik och informatikAbstract : Deepfakes are an emerging problem in social media and for celebrities and political profiles, it can be devastating to their reputation if the technology ends up in the wrong hands. Creating deepfakes is becoming increasingly easy. READ MORE
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5. Data Augmentation for Safe 3D Object Detection for Autonomous Volvo Construction Vehicles
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Point cloud data can express the 3D features of objects, and is an important data type in the field of 3D object detection. Since point cloud data is more difficult to collect than image data and the scale of existing datasets is smaller, point cloud data augmentation is introduced to allow more features to be discovered on existing data. READ MORE