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🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
The Udacity open source self-driving car project
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
TensorFlow Basic Tutorial Labs
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Demonstrations of Magenta Models
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.
A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.
Quantized Neural Networks (QNNs) on PYNQ
A series of machine learning tutorials for Torch7
Facenet implementation by Keras2
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
Urban sound classification using Deep Learning
Speech Recognition with the Caffe deep learning framework, migrating to
Juliabox continues to run, but this codebase is no longer current.
Experiments, algorithms and reports in machine learning reseach.
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
Neural image captioning (NIC) implementation with Keras 2.
Deep Learning experiments for audio classification
Detecting emotions using MFCC features of human speech using Deep Learning
AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techn…
ESC: Dataset for Environmental Sound Classification - paper replication data