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Michael liu's Projects

alexnet-tensorflow icon alexnet-tensorflow

TensorFlow implementation of AlexNet(resnetv1 mobilenet) and its training and testing on kaggle Dogs vs Cats

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

atc_pre icon atc_pre

for convinient facebook ATC environment building. My blog:

bfm_to_flame icon bfm_to_flame

Convert from Basel Face Model (BFM) to the FLAME head model

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

caffe_ocr icon caffe_ocr

主流ocr算法研究实验性的项目,目前实现了CNN+BLSTM+CTC架构

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

dash_net icon dash_net

Dash-net: A class use minievents to introduce an topo for dash test or network speed control. Reference《An Evaluation of Dynamic Adaptive Streaming over HTTP in Vehicular Environments》(http://www-itec.uni-klu.ac.at/bib/files/Demo_Paper_Camera_Ready.pdf) My blog:

db icon db

A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

dbnet.pytorch icon dbnet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

deca icon deca

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

deep3dfacereconstruction icon deep3dfacereconstruction

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019)

docs icon docs

TensorFlow documentation

east icon east

A tensorflow implementation of EAST text detector

faster-rcnn_tensorflow icon faster-rcnn_tensorflow

This is a tensorflow re-implementation of Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks.

instructdiffusion icon instructdiffusion

PyTorch implementation of InstructDiffusion, a unifying and generic framework for aligning computer vision tasks with human instructions.

llava icon llava

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

minievents icon minievents

Minievents is a Framework build over Mininet to introduce an event generator. Events are changes in a mininet network at specific times.

mmagic icon mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

mmgeneration icon mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

mmyolo icon mmyolo

OpenMMLab YOLO series toolbox and benchmark

models icon models

Models and examples built with TensorFlow

ocr_evaluation icon ocr_evaluation

Modified by icdar codes for OCR results evaluation(detection or end-to-end recognition results). For more details, please see my blog:

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