jps892

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

Crack-Semantic-Segmentation

Real time crack segmentation using PyTorch, OpenCV and ONNX runtime

crack_segmentation

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

DeepCrack

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation

DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

detect_binod

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

helloworld

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

keras-applications

Reference implementations of popular deep learning models.

keras-onnx

Convert Keras models to ONNX

keras_yolo2

Knowledge-Distillation-in-Keras

Demonstrates knowledge distillation for image-based models in Keras.

lml_test_repo

maskscoring_rcnn

Codes for paper "Mask Scoring R-CNN".

models-1

A collection of pre-trained, state-of-the-art models in the ONNX format

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

notebooks

Notebooks using the Hugging Face libraries 🤗

Opencv-cpp

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

ssd-tensorflow

A Single Shot MultiBox Detector in TensorFlow

Tensorflow-TensorRT

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tf_trt_models

TensorFlow models accelerated with NVIDIA TensorRT

transformers_layoutlmv2

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

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

YTshared

code share for youtube videos