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VIT

A collection of 3 posts
Object detection examples with multiple bounding boxes around persons and other objects
computer vision

Vision Transformers For Object Detection: A Complete Guide

Learn how ViT object detection models outperform traditional architectures by leveraging hierarchical layers. Discover the benefits of vision transformers in image segmentation and object recognition with detailed steps for fine-tuning and implementation
Aug 23, 2024 10 min read
ViTMatte: A Leap Forward in Image Matting with Vision Transformers
computer vision

ViTMatte: A Leap Forward in Image Matting with Vision Transformers

Table of Contents 1. Introduction 2. About VitMatte 3. Overall Architecture 4. Performance and Evaluation 5. Conclusion 6. Frequently Asked Questions Introduction Vision Transformers (ViTs) have recently demonstrated impressive capabilities in various computer vision tasks, owing to their robust modeling prowess and extensive pretraining. However, the challenge of image matting
Oct 9, 2023 7 min read
Transforming Computer Vision: The Rise of Vision Transformers and Their Impact
computer vision

Transforming Computer Vision: The Rise of Vision Transformers And Its Impact

Table of Contents 1. Introduction 2. ViT vs. Convolutional Neural Networks 3. Working of Vision Transformer 4. Applications of Vision Transformers 5. Benefits of Utilizing Vision Transformers 6. Drawbacks of Utilizing Vision Transformers 7. Conclusion 8. Frequently Asked Questions (FAQ) Introduction As introduced by Vaswani et al. in 2017, self-attention-based
Sep 13, 2023 9 min read
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