Juneta TaoAdaptors for Diffusion ModelsDirectly fine-tuning Diffusion Models often leads to overfitting, mode collapse, and catastrophic forgetting. Thus, diffusion adapters…Sep 12Sep 12
Juneta TaoControlled Image Editing with Diffusion ModelsImage editing is made much easier with Diffusion Models. No need to use specialised software nor intensive manual operations. The guidance…Sep 3Sep 3
Juneta TaoNMS vs Soft NMS vs Weighted Box Fusion for Object DetectionEach object detection models produce multiple bounding boxes for a target object. Non Maximum Suppression (NMS) is then applied to select…Aug 29Aug 29
Juneta TaoDenoising Diffusion Probabilistic Models (DDPMs) for Assisting Detection and Segmentation TasksDDPMs are reported promising results on image generation, image editing, and image inpainting. The self- and cross-attention maps of a well…Aug 19Aug 19
Juneta TaoSynthetic to Real Domain GeneralisationLarge scale dataset is essential for various industry applications. To save labelling cost, synthetic datasets are often use extensively…Aug 8Aug 8
Juneta TaoActivation Functions for Neural NetworksNeural networks transform input data into abstract features with a hierarchy of layers. These layers are combination of linear and…Aug 6Aug 6
Juneta TaoDepth Anything V1 & V2Foundation models demonstrated strong zero-/few-shot performance in various downstream scenarios. These successes primarily rely on…Jun 27Jun 27
Juneta TaoOne-2–3–45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape OptimisationSingle image 3D reconstruction is crucial for a wide range of applications, such as robotic object manipulation and navigation, 3D content…Jun 12Jun 12
Juneta TaoImage Based Anomaly DetectionImage Based Anomaly Detection (IAD) is an important computer vision task for industrial manufacturing (IM) applications , such as…Jun 6Jun 6
Juneta TaoInteresting Workshops And Tutorials in CVPR 2024CVPR 2024 will take place in Seattle on 16th to 21st June. To prepare for attending the conference. Here listed some interesting workshops…May 28May 28