Zhiyu Ye's repositories

Mask_RCNN_on_YCB_Video_Dataset

Use images of the YCB Video Dataset to train a Mask RCNN model

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3D_Reconstruction_from_Commodity_RGB-D_Cameras

This project is to do 3D reconstruction from RGBD input of robots

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Betting_Against_Beta

An empirical test of a strategy in the stock investment

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Classification_and_Reconstruction_of_Cifar_10

Classify and Reconstruct Cifar-10 images using ResNet and Generative Models

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CS224N

Stanford CS224N Natural Language Processing with Deep Learning

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CS61A

UC Berkeley CS61A The Structure and Interpretation of Computer Programs

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CS61B

UC Berkeley CS61B Data Structrues

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Idiosyncratic_Cash_Flow_Factor

A factor in the stock investment

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Mask_RCNN_on_YCB_Benchmarks

Use RGB pictures of the YCB Object Set to train a Mask RCNN model

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Medical_Image_Processing

Process medical images using machine learning techniques

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MNIST_Digit_Recognition_and_Reconstruction

Digit recognition and reconstruction tasks of MNIST

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Robotics

The practical part of the CO333 Robotics course of Imperial College London

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SpatialEmbeddings

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

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