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hey there ...

I'm Akash_Desai


Passionate self-taught Data scientist and a computer vision engineer from india.

i am also an open-source enthusiast and maintainer. i learned a lot from the open-source community and i love how collaboration and knowledge sharing happened through open-source.

  • πŸ’Ό any freelance work? do reach, email :)
  • πŸ’¬ ask me about anything, i am happy to help;

languages and tools:

My Open source contribution

yolov5: support for testing,saving results in csv file

yolov6: Added onnx to .trt (with nms / without nms ) support & video/image inference

yolov7:Added Reparameterisation steps for model conversion

DragGan - Collab support forrunning code on google collab + gradio

Pytorch Gradcam - Support for custom model & output folder path

langchain lancedb

πŸ“Š I worked on this topics:

Object detection -Darknet-yolov3,yolov4,yolov5,yolov6,yolov7,
tensorflow-resnet,mobilenet,ssd  tensorflow model zoo,detectron2-faster rcnn,mask rcnn,      

object tracking -deep sort,strong sort,sort   

image classification -vgg16,resnet,alexnet,efficientnetv1,efficientnetv2,inceptionnet v1,v2       

segmention- faster rcnn,unet

optimisation tool-Tensorrt,onnx,Neural magic

πŸ“ˆ my github stats

abhisheknaiidu

Akash A Desai's Projects

99-ml-learning-projects icon 99-ml-learning-projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects

autoencoders icon autoencoders

This repo is for Hacktoberfest participation, you can contribute too if you want. PR's are thoroughly examined and then merged.

autogen icon autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

autogen_memorymanager icon autogen_memorymanager

This repository demonstrates how a simple memory file can be incorporated into an Agents routine using the AutoGen framework.

bark icon bark

πŸ”Š Text-Prompted Generative Audio Model

car icon car

Content adaptive resampler for image downscaling

cat-dog-flask icon cat-dog-flask

cat dog neural network implemented into website using flask

cotton-plant-disease-prediction-get-cure-app icon cotton-plant-disease-prediction-get-cure-app

I developedthisusing Deep learning. As Farmer, I know Farmer can’t solve Farm’s complex and even small problems due to lack of perfect education. So as AI enthusiastic I decided to solve this problem using the latest technology like AI.

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