Akshay Dongare

@Akshay-Dongare · User

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I build production-ready AI systems. My experience includes work with global organizations like Airbnb, ISO and Harvard University.

Raleigh, North Carolina51 followers31 repositories

Repositories

Akshay-Dongare/satellite-vision

Satellite imagery analysis is critical for applications like urban planning, environmental monitoring, and disaster response. While CNNs dominate image classification tasks, Vision Transformers (ViTs) have demonstrated superior performance in capturing global spatial relationships through self-attention mechanisms.

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Akshay-Dongare/Lane-Segmentation-along-with-Traffic-Sign-Detection

Performed real-time semantic segmentation for lane detection combined with traffic sign recognition on a video stream. Trained Faster R-CNN and Resnet50 on the GTSRB dataset for traffic sign recognition and trained an FCN on custom dataset for lane segmentation

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Akshay-Dongare/ipv6-server

Self Host your website using HTML and ipv6. Use your laptop as host to display your HTML website to the internet using IPV6 protocol. Each device has a unique IPV6 address (correlated to device's MAC address) which makes it possible to host and share websites over the internet without the need of port forwarding like in ipv4!)

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Akshay-Dongare/Error-Cpp-Build-Tools

error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/

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Akshay-Dongare/vae-celebA

Training a custom architecture Variational Autoencoder using Keras Functional API on CelebA dataset and using it to reconstruct as well as generate new celebrity faces

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