hoangphucITJP

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

BentoML

Unified Model Serving Framework 🍱

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

denseweight

The imbalanced regression method DenseWeight

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

eklipse

genetic-racing

Car racing using genetic neural network

gpustat

📊 A simple command-line utility for querying and monitoring GPU status

H-Siren

WordPress单栏主题，支持全局PJAX，自适应手机端

hoangphucITJP

Config files for my GitHub profile.

hoangphucITJP.github.io

Itmtu_download

Terminal script for download images in Itmtu

jav-py

keras-applications

Reference implementations of popular deep learning models.

labelImg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mlflow

Open source platform for the machine learning lifecycle

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

pytorch-ssim

pytorch structural similarity (SSIM) loss

RegexGenerator

This project contains the source code of a tool for generating regular expressions for text extraction: 1. automatically, 2. based only on examples of the desired behavior, 3. without any external hint about how the target regex should look like

semantic-segmentation

Nvidia Semantic Segmentation monorepo

SNIPER

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

tensorflow

An Open Source Machine Learning Framework for Everyone

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

tpu

Reference models and tools for Cloud TPUs.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite