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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.

  • 💼 any freelance work? do reach, email :)
  • 💬 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

📊 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

📈 my github stats

abhisheknaiidu

Akash A Desai's Projects

fastdup icon fastdup

FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similaritity, learn the normal behavior and temporal interactions between images. It can be used for smart subsampling of a higher quality dataset, outlier removal, novelty detection of new information to be sent for tagging. FastDup scales to millions of images running on CPU only.

fastestdet icon fastestdet

:zap: A newly designed ultra lightweight anchor free target detection algorithm, weight only 250K parameters, reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler

gfm icon gfm

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

hacktober22 icon hacktober22

Hacktoberfest22 project and codes. This repo is about hacktoberfest 2022 and if you wanna make your first PR to be accepted then please contribute here.

hacktoberfest-2020 icon hacktoberfest-2020

Make this Hacktoberfest a learning period and contribute to Great Open Source Projects.

hacktoberfest-ai-ml icon hacktoberfest-ai-ml

Hacktoberfest is a chance to level up your coding skills and get small goodies in reward.

hacktoberfest2020 icon hacktoberfest2020

Make your first PR. A beginner friendly repository made specifically for open source beginners. Add any program under any language (it can be anything from a simple program to a complex data structure algorithm). Happy coding...

hacktoberfest2020-contributions icon hacktoberfest2020-contributions

A beginner-friendly project to help you in open-source contributions. Made specifically for contributions in HACKTOBERFEST 2020! Hello World Programs and Algorithms! Please leave a star ⭐ to support this project! ✨

hactoberfest-2020 icon hactoberfest-2020

This repository is made for absolute beginners who want to make their first pull request to get eligibility for HactoberFest-2020.

kornia icon kornia

Open Source Differentiable Computer Vision Library

lama icon lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

lama-cleaner icon lama-cleaner

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

machine-learning-interview icon machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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