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hematank's Projects

acf icon acf

ACF person detector

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

csp icon csp

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019

dabnn icon dabnn

dabnn is an accelerated binary neural networks inference framework for mobile platform

gccpm-look-into-person-cvpr19.pytorch icon gccpm-look-into-person-cvpr19.pytorch

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

m3d-vton icon m3d-vton

Official code for ICCV2021 paper "M3D-VTON: A Monocular-to-3D Virtual Try-on Network"

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mmrazor icon mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

mnn icon mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

mobilenetv2-yolov3 icon mobilenetv2-yolov3

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

mufft icon mufft

A library for computing the Fast Fourier Transform (FFT) in one or two dimensions.

pinto_model_zoo icon pinto_model_zoo

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

pmtd icon pmtd

Pyramid Mask Text Detector designed by SenseTime Video Intelligence Research team.

pocketflow icon pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

semantic-lane-detection icon semantic-lane-detection

A robust lane detection system based on fully convolutional network for segmenting the road and the lane.

shipane-python-sdk icon shipane-python-sdk

实盘♠易(ShiPanE)Python SDK,通达信、同花顺自动化交易 API 及量化平台。

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

tflite2tensorflow icon tflite2tensorflow

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support.

tnn icon tnn

TNN:由腾讯优图实验室打造,移动端高性能、轻量级推理框架,同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化,同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地,欢迎大家参与协同共建,促进TNN推理框架进一步完善。

vehicle-detection icon vehicle-detection

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

windowscaffeproject icon windowscaffeproject

* 源码来自“21天搞定caffe”一书中的caffe-master文件夹,除此之外还包含编译caffe时碰到的一些坑。仓库建立的目的为了方便修改caffe以进一步地熟悉caffe,编译环境为win10-64、vs2013、cuda8.0、opencv2.4.10等。

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

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