Ahead of Times - Issue 2 (May 01 - May 07)
Newsletter
Ahead of Times - Issue 1 (Apr 24 - Apr 30)
Newsletter
Paper Review - ‘LaMini-LM’
Large Language Models
Paper Review
The Annotated CLIP (Part-2)
Multimodal
Transformers
Clip
The Annotated CLIP (Part-1)
Multimodal
Transformers
Swin Transformer
Computer Vision
Model Architecure
Transformers
The Annotated DETR
Computer Vision
Model Architecure
Object Detection
Transformers
The EfficientDet Architecture in PyTorch
Computer Vision
Model Architecture
Object Detection
EfficientDet - Scalable and Efficient Object Detection
Computer Vision
Model Architecture
Object Detection
Top 100 solution - SIIM-ACR Pneumothorax Segmentation
Computer Vision
Kaggle
Image Segmentation
U-Net A PyTorch Implementation in 60 lines of Code
Computer Vision
Model Architecture
Image Segmentation
GeM Pooling Explained with PyTorch Implementation and Introduction to Image Retrieval
Computer Vision
As part of this blog post we will be looking at GeM pooling and also look at the research paper Fine-tuning CNN Image Retrieval with No Human Annotation. We also implement GeM Pooling from scratch in PyTorch.
EfficientNet
Computer Vision
Model Architecture
Group Normalization
Computer Vision
In this blog post, we will look at Group Normalization research paper and also implement Group Normalization in PyTorch from scratch.
An introduction to PyTorch Lightning with comparisons to PyTorch
Programming
Computer Vision
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