Adolfo Iterna's repositories

DeepLearningForAudioWithPython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

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lanenet-lane-detection-pytorch

Unofficial implemention of lanenet model for real time lane detection Pytorch Version

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VNL_Monocular_Depth_Prediction

Monocular Depth Prediction

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Anime-DCGAN

Deep Convolutional Generative Adversarial Network (DCGAN)

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Beethoven

:guitar: A maestro of pitch detection.

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chordRecognition

A python script that can regognize chords from an input audio

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deephar

Deep human action recognition and pose estimation

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DeepNude-an-Image-to-Image-technology

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络(GAN,Generative Adversarial Network)图像生成的理论与实践研究。

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etherscan-python

A minimal, yet complete, python API for Etherscan.io.

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Lane-Segmentation

Lane segmentation done using Tensorflow framework in Python and trained on CU Lane dataset.

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lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

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LSTM-Attention-based-Generative-Chat-bot

Personified Generative Chatbot using RNNs (LSTM) & Attention in TensorFlow

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Music-Transcription-with-Semantic-Segmentation

Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.

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pytorch-licenseplate-segmentation

Pretrained Pytorch license plate segmentation model (DeepLabV3 with ResNet-101 backbone)

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Pytorch_Generalized_3D_Lane_Detection

PyTorch implementation of 'Gen-LaneNet: a generalized and scalable approach for 3D lane detection'

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rasa-nlu-benchmark

Collection of dataset and corresponding benchmark for Rasa NLU

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RoadMarkingDetection

Road markings detection using yolov5 model based on ONNX

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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semantic-depth

Fusing Semantic Segmentation and Monocular Depth Estimation for Enabling Autonomous Driving in Roads without Lane Lines

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tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

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trueblocks-core

The main repository for the TrueBlocks system

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Ultra-Fast-Lane-Detection

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

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Ultrafast-Lane-Detection-Inference-Pytorch-

Jupyter Notebook scripts for the detection of lanes in Carla using the ultra fast lane detection model in Pytorch.

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vision

Datasets, Transforms and Models specific to Computer Vision

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