Tanyapohn Patummasutr's starred repositories

react-native-document-scanner

Document scanner, features live border detection, perspective correction, image filters and more ! 📲📸

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react-native-opencv3

react-native-opencv3 wraps functionality from OpenCV Java SDK 3.4.4 + contrib modules and iOS OpenCV 3.4.1 + contrib modules for use in React-Native apps. Please enjoy!

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3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

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pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

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argus-freesound

Kaggle | 1st place solution for Freesound Audio Tagging 2019

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awesome-mlops

A curated list of references for MLOps

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models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

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Atten_Deep_MIL

Attention-based Deep MIL implementation and application

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Co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

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classification_models

Classification models trained on ImageNet. Keras.

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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ctci

Cracking the Coding Interview, 5th Edition

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Face_Pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

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Algorithms

A collection of algorithms and data structures

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Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

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kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

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awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

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mobile-vision

Mobile vision models and code

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InsightFace_TF

Insight Face on TensorFlow

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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2kenize

Upcoming ACL 2020 paper

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fairseq

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

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Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

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FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

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Anomaly-XRay-GANs

Anomaly detection on X-Ray MURA dataset using GAN.

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tpu

Reference models and tools for Cloud TPUs.

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Adam-experiments

Experiments with Adam/AdamW/amsgrad

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efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

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