kaylode

Minh-Khoi Pham's starred repositories

nocode

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

Language:DockerfileApache-2.059906 372 4629

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.030565 311 882

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Language:PythonMIT29168 557 5609

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Language:PythonBSD-3-Clause21975 396 633

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

Language:PythonMIT8528 198 283

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Language:Jupyter NotebookLGPL-3.05194 108 716

nlpaug

Data augmentation for NLP

Language:Jupyter NotebookMIT4346 41 221

CVPR-2021-Papers

2541 67 21

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

Language:PythonApache-2.02122 31 221

efficientdet-pytorch

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

Language:PythonApache-2.01567 29 174

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Language:PythonNOASSERTION1325 54 127

yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

Language:PythonMIT1262 29 228

GFM

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

Language:PythonMIT910 43 41

WCT2

Software that can perform photorealistic style transfer without the need of any post-processing steps.

Language:PythonMIT861 16 28

do-you-even-need-attention

Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)

Language:Python479 11 3

Amazing-Semantic-Segmentation

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

Language:PythonApache-2.0464 100

Unsupervised-Semantic-Segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Language:PythonNOASSERTION391 17 29

GLCIC-PyTorch

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

Language:PythonMIT274 5 25

deep-efficient-person-reid

Experiment about Deep Person Re-identification with EfficientNet-v2

Language:Python82 4 14

thachthuc-2021

Zenith training source for Thach Thuc competition that is hosted by HCMUS

Language:Java18 20

shrec2021-rcho

Implementation of my approach in the Retrieval of Cultural Heritage Objects (RCHO) track of the 3D Shape Retrieval Challenge (SHREC) 2021

Language:Python14 40

cassava-leaf-disease-classification

Identify the type of disease present on a Cassava Leaf image

Language:Python10 20

simple-adversarial-attack

This repository aims to provide you with the tools and knowledge necessary to explore potential vulnerabilities and robustness in machine learning models. Additionally, it offers insights into common adversarial attack and defense methods.

Language:Jupyter Notebook6 20