captainst Goto Github PK

airbnb-data-analysis

amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

anchor-optimization

Anchor optimization for RetinaNet.

asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

centertrack

Simultaneous object detection and tracking using center points.

cnn-registration

A image registration method using convolutional neural network features.

coursepage

cs234

homework for CS234 2017

cs234-reinforcement-learning-winter-2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

cs285_fa19_deep_reinforcement_learning

My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments

custom-mask-rcnn-using-tensorfow-object-detection-api

Custom Mask RCNN using Tensorflow object detection API

deep-learning

deep-learning-audio-application-from-design-to-deployment

Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

disaster-response-pipeline

this is the implementation of the project "Disaster Response Pipeline" for Udacity Data Scientist Nano Degree

dog-project

this is the implementation of the capstone project "Dog Breed Classification" for Udacity Data Scientist Nano Degree

gpt-general

hdrnet

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017

kalman_filter_multi_object_tracking

Multiple object tracking using Kalman Filter and Hungarian Algorithm - OpenCV

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-image-data-augmentation

keras ImageDataGenerator example

keras-ppyolo-yolov4

45.1% mAP, Keras impl of PPYOLO and YOLOv4.

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-yolov4

supports training, at least 43.4% mAP.支持训练，至少43.4%mAP。少数的给出精度的复现。

keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

linesegmentsdetection

:monkey:A collection of line segments detection algorithms.

mask_rcnn

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