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DM's Projects

rotationdetection icon rotationdetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

rs_intro icon rs_intro

Introduction to Remote Sensing for ENSAT 2A/M2 Sigma

satsr icon satsr

A project to perform super-resolution on multispectral images from any satellite

segnet icon segnet

Semantic Segmentation using SegNet implemented in PyTorch

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

selfdrivingcarprojects-nd icon selfdrivingcarprojects-nd

This is a centralized repo for various projects on Deep Learning, Computer Vision, Sensor Fusion, Path Planning etc. for the Udacity Self Driving Car Nanodegree

sfnd-3d-object-tracking icon sfnd-3d-object-tracking

Estimates the time-to-collision with data from Camera and LiDAR using Object Detection with YOLO and Keypoints matching

snorkel icon snorkel

A system for quickly generating training data with weak supervision

sota-medseg icon sota-medseg

SOTA medical image segmentation methods based on various challenges

split-folders icon split-folders

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

ssd icon ssd

High quality, fast, modular reference implementation of SSD in PyTorch

superpixel-benchmark icon superpixel-benchmark

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

syndata-generation icon syndata-generation

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

technical-interview-prep icon technical-interview-prep

These are coding solutions for problems I study while preparing for technical interviews at tech companies

tensorspace icon tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

ternausnet icon ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

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