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Highly skilled and innovative Computer Vision Engineer with a strong background in developing cutting-edge solutions for image and video analytics. Experienced in leveraging deep learning, machine learning, and computer vision algorithms to tackle complex problems in various industries. Passionate about advancing the field of computer vision and driving impactful applications in areas such as medical imaging, and augmented reality.

Machine Learning Frameworks:

Pytorch | Tensorflow | ONNX | TensorflowLite | OpenCV | PCL | Open3D | Tensorrt | PyCoral | OpenVino

Computer Vision Tasks:

image classification | object detection | image segmentation | synthetic data genertion

Progrmming Languages:

Python | C++ | C (micro-controllers)

Web Developement:

Tornado | Flask | FastAPI

User Interface:

Qt | Streamlit | Gradio | HTML

Opensource contributions:

CVAT | YoloV5 | YoloV7 | YoloV8 | Supervision | Ultimate Labelling | EyeQ | EyeQ-Foundation | CVAT Plugins | Label-studio ML Backend | YoloExplorer

Edge Devices:

Upboards | EdgeTPU | Jetson | Raspberry Pi | Luxonis OAK Devices | Myriad X

Others:

DevOps | MLOps | Git | DVC

Hardik Dava's Projects

aruco-estimator icon aruco-estimator

Automatic Scale Factor Estimation of 3D Reconstruction in COLMAP Utilizing Aruco Marker

awesome-3d-gaussian-splatting icon awesome-3d-gaussian-splatting

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

cvat_plugins icon cvat_plugins

This reposity contains some serverless functionality for auto annotations

depth-anything icon depth-anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

dn-splatter icon dn-splatter

DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing

glomap icon glomap

GLOMAP - Global Structured-from-Motion Revisited

groundingdino icon groundingdino

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

gsplat icon gsplat

CUDA accelerated rasterization of gaussian splatting

gtsfm icon gtsfm

End-to-end SFM framework based on GTSAM

imagestreamer icon imagestreamer

This repository contains integration example scripts of image streaming with different servers like flask, fastapi, etc.

meshanything icon meshanything

From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

pixel-perfect-sfm icon pixel-perfect-sfm

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)

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