A blog by Pramesh Gautam

computer-vision

nlp

multi-modal

Explanation of CLIP by OpenAI

computer-vision

self-supervised-learning

Explanation of Barlow Twins Self-Supervised Learning approach my Meta AI

computer-vision

Visual explanation to Class Activation Map using ResNet-50 in PyTorch

computer-vision

augmentations

Visual summary and implementation of augmentations techniques: Cutout, Mixup, Cutmix and Label Smoothing

computer-vision

distillation

Explanation of Knowledge Distillation in PyTorch along with implementation