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philipismyen's Projects

amazing-semantic-segmentation icon amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

applying_eanns icon applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

autoencatter icon autoencatter

An AutoEncoder using TensorFlow's Eager API to compress pictures of kittens.

autorccar icon autorccar

OpenCV Python Neural Network Autonomous RC Car

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

blog-resources icon blog-resources

This repo will contain the resources available in my blog for learning

c-swm icon c-swm

Contrastive Learning of Structured World Models

capsule_networks icon capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

celebamask-hq icon celebamask-hq

A large-scale face dataset for face parsing, recognition, generation and editing.

cocoapi icon cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

d-tdnn icon d-tdnn

PyTorch implementation of Densely Connected Time Delay Neural Network

d3s icon d3s

D3S - Discriminative Single Shot Segmentation Tracker (CVPR 2020)

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dialectid_e2e icon dialectid_e2e

End to End Dialect Identification using Convolutional Neural Network

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