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Sandeep Angara's Projects

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

danesfield icon danesfield

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

face-api.js icon face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

fasterseg icon fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

fishnet icon fishnet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

geoseg icon geoseg

A Pytorch Module for Building Segmentation and Outline Extraction

histogan icon histogan

Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS 2019.

human_protein icon human_protein

11th place solution for Kaggle Human Protein Atlas Image Classification

ig65m-pytorch icon ig65m-pytorch

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

image-contrast-enhancement icon image-contrast-enhancement

Python implementation of "A New Image Contrast Enhancement Algorithm Using Exposure Fusion Framework", CAIP2017

kaggle-hpa icon kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle_diabetic icon kaggle_diabetic

Team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge

kaggle_dstl_submission icon kaggle_dstl_submission

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

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