Shataxi Dubey
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All (12)
format (1)
gates (1)
images (1)
Linearity (1)
lora (1)
lstm (1)
MAP (1)
masked attention (1)
metrics (1)
multi head attention (1)
nms (1)
object detection (4)
opencv (1)
positional encoding (1)
precision (1)
quantization (1)
ReLU (1)
Self attention (1)
SOTA (1)
transformers (1)
vlm (1)

Blogs

Positional Encoding in transformers

positional encoding
transformers

Positional encoding used for encoding where the tokens appear in a sentence

Jul 22, 2025
Shataxi Dubey

Long Short Term Memory

lstm
gates

A recurrent neural network with gates

Jul 15, 2025
Shataxi Dubey

Transformers

Self attention
masked attention
multi head attention

Building transformers from scratch

Jul 1, 2025
Shataxi Dubey

ReLU Activation Functions

ReLU
Linearity

Non Linearity using ReLU activation function

Jun 26, 2025
Shataxi Dubey
 

Vision Language Models

vlm
lora
quantization

Vision Language Models and Lora adapters with quantization

May 23, 2025
Shataxi Dubey

Object detection pipeline

object detection

Object detection pipeline

Aug 1, 2024
Shataxi Dubey
 

Non max suppression

object detection
nms

Non max suppression suppresses bounding box with non max confidence scores

Aug 1, 2024
Shataxi Dubey

Precision and Recall

metrics

Significance of precision and recall

Aug 1, 2024
Shataxi Dubey
 

Mean Average Precision

object detection
MAP

An important metric in Object detection tasks

May 23, 2024
Shataxi Dubey
 

Evolution in object detection

object detection
SOTA

state of the art models

May 23, 2024
Shataxi Dubey
 

Python Format Specifier

precision
format

Formatting numbers

May 9, 2024
Shataxi Dubey

Image Transformation

images
opencv

Various ways to transform image

Dec 24, 2023
Shataxi Dubey
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