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ANUJ RATHORE's Projects

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

mxnet-ssd icon mxnet-ssd

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

nlg-eval icon nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

onnx-mobilestereonet icon onnx-mobilestereonet

Python scripts for performing stereo depth estimation using the MobileStereoNet model in ONNX

opencv-document-scanner icon opencv-document-scanner

An interactive document scanner built in Python using OpenCV featuring automatic corner detection, image sharpening, and color thresholding.

opendetection icon opendetection

OpenDetection is a standalone open source project for object detection and recognition in images and 3D point clouds.

openmvs icon openmvs

open Multi-View Stereo reconstruction library

oppia icon oppia

Tool for collaboratively building intelligent tutors.

pinto_model_zoo icon pinto_model_zoo

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

projective-transformation-stereo-matching icon projective-transformation-stereo-matching

Repository contains applications that can 1. estimate homography matrix and annotate minion images on empty billboards; 2. Estimate Depth using Sum of Squared Distance and Cross Correlation Metrics as well as improve the results using Viterbi Algorithm. Error in Estimated Depth Map is also measured quantitatively against Ground Truth Images.

py icon py

Repository to store sample python programs for python learning

py-seam-merging icon py-seam-merging

A Python implementation of seam carving algorithm for structure-aware retargeting

segflow icon segflow

Demo code of the paper "SegFlow: Joint Learning for Video Object Segmentation and Optical Flow", in ICCV 2017

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

sub-word-lstm icon sub-word-lstm

Codes for the paper "Towards Sub-Word Level Compositions for Sentiment Analysis of Hi-En Code Mixed Text "

superpointpretrainednetwork icon superpointpretrainednetwork

PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)

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