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Yisha's Projects

build-system-experiments icon build-system-experiments

a test software package that intends to build targets written in different programming languages and have different libraries integrated

d2l-en icon d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

lessmore icon lessmore

Learning Less is More - 6D Camera Localization via 3D Surface Regression

lp_solve icon lp_solve

building lp_solve from source for macOs/Linux; lp_solve is a mixed integer linear programming solver

maplab icon maplab

An open visual-inertial mapping framework.

marrnet icon marrnet

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

mediapipe icon mediapipe

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

models icon models

Models and examples built with TensorFlow

mvsnet icon mvsnet

MVSNet: Depth Inference for Unstructured Multi-view Stereo (ECCV2018, Oral Presentaion)

openmvs icon openmvs

open Multi-View Stereo reconstruction library

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

sfmlearner icon sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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