Huynh Ngoc Anh's repositories
keras-yolo2
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).
keras-yolo3
Training and Detecting Objects with YOLO3
self-driving-toy-car
A self driving toy car using end-to-end learning
image-to-3d-bbox
Build a CNN network to predict 3D bounding box of car from 2D image.
deep-viz-keras
Implementations of some popular Saliency Maps in Keras
raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
semantic-lane-detection
A robust lane detection system based on fully convolutional network for segmenting the road and the lane.
speed-prediction
Use 3D convolutional network to predict the speed of a car via dashcam stream. The final mean squared error on validation set is 3.1 (mile/hour)^2.
online-machine-learning
Implementation of an online learning algorithm to do classification under concept drift
BCCD_Dataset
BCCD Dataset is a small-scale dataset for blood cells detection.
basic-rnn-lstm
Implementations of vanilla RNN and LSTM from scratch.
basic-machine-learning
Implementations of basic machine learning algorithms
deeplearnjs
A hardware-accelerated deep learning library for the web.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT
NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
deep-residual-networks
Deep Residual Learning for Image Recognition
line-bot-sdk-java
Java SDK for Messaging API BOT
zalo_voice
Zalo AI chalenge Voice Gender classification (https://challenge.zalo.ai/)