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akashAD98/README.md

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

Pinned Loading

  1. yolov7_custom_data_trainig yolov7_custom_data_trainig Public

    yolov7 train on custom data

    Jupyter Notebook 23 7

  2. tensorrt_demos-for-Scaled-yolo tensorrt_demos-for-Scaled-yolo Public

    Forked from jkjung-avt/tensorrt_demos

    TensorRT for yolov3,yolov4 & scaled yolo (mish,swish,csp)

    Python 1

  3. Yolov6-SAHI-1 Yolov6-SAHI-1 Public

    Forked from kadirnar/Yolov6-SAHI

    Python

  4. darknet darknet Public

    Forked from AlexeyAB/darknet

    YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

    C

  5. YOLOV8_SAM YOLOV8_SAM Public

    yolov8 model with SAM meta

    Jupyter Notebook 121 15

  6. Vision_data_EDA Vision_data_EDA Public

    Object detection Image data analysis or EDA

    Python 5 2