watcharabulsak's repositories
vissl_constrastive
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
imgaug
Image augmentation for machine learning experiments.
aws-cv-task2vec
Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)
plant_pathology_dl
multi prediction appoarches
IELT_fine-grained-recognition
Source code of the paper Fine-Grained Visual Classification via Internal Ensemble Learning Transformer
PlantNet-300K
[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
daso_semi_sup_Repo
Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.
DexiNed
DexiNed: Dense EXtreme Inception Network for Edge Detection
deep-active-learning
An implementation of the state-of-the-art Deep Active Learning algorithms
MultiPathGAN
Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss
innvestigate
A toolbox to iNNvestigate neural networks' predictions!
Auxilliary_Reconstruction_GAN
Code for paper "Unsupervised image translation using adversarial networks for improved plant disease recognition" https://www.sciencedirect.com/science/article/abs/pii/S0168169919315339
DynamicMLP
Official Codes and Pretrained Models for Dynamic MLP, CVPR2022, https://arxiv.org/abs/2203.03253
PlantDoc-Object-Detection-Dataset
plant doc object detection methodology
GCML
Code for WACV 2022 paper "Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation"
models
Models and examples built with TensorFlow
MahidolThesis
A LaTeX formatting of the thesis book for the Faculty of Graduate Study, Mahidol University. This is an updated version for 2021.
Pytorch_Retinaface
Retinaface get 80.99% in widerface hard val using mobilenet0.25.
arXiv2020-RIFE
RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation
BubbleNets
Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames
imagehash
A Python Perceptual Image Hashing Module
PyTorch-Computer-Vision-Cookbook
PyTorch Computer Vision Cookbook, Published by Packt
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
DeepWeeds
A Multiclass Weed Species Image Dataset for Deep Learning