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dl_awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

dl_caffe

Caffe: a fast open framework for deep learning.

dl_caffe2darknet

prototxt2cfg and caffemodel2weights

dl_ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

dl_cv-detect-robot

🔥🔥🔥🔥🔥🔥Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)

dl_darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dl_deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

dl_faceai

一款入门级的人脸、视频、文字检测以及识别的项目.

dl_human-detection-and-tracking

Human-detection-and-Tracking

dl_labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

dl_mnn

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

dl_mobilenetv2-yolov3

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops500KB:fire::fire::fire:

dl_model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

dl_ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

dl_oneflow

OneFlow is a performance-centered and open-source platform for machine learning.

dl_openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

dl_pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

dl_pytorch-yolov4

Minimal PyTorch implementation of YOLOv4

dl_pytorchtocaffe

Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs

dl_rqnet

A lightweight DNN framework based on cuDNN

dl_yolo-fastest

:zap: Yolo universal target detection model combined with EfficientNet-lite, the calculation amount is only 230Mflops(0.23Bflops), and the model size is 1.3MB

dl_yolo-ssd-forward

将caffe以及darknet中关于ssd和yolo的前项传播代码提取出来。可进行二次封装，无需加载冗余代码，适合低端嵌入式使用。

dl_yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

dl_yolov3-channel-and-layer-pruning

yolov3 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

dl_yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

eki_examples

KRL example applications for accessing an rc_visard/rc_cube from a KUKA robot controller (KSS)

ffmpeg_demo

ffmpeg例子

filter_circulardelay

filter_digitalfilters

filter_extendedkalmanfilter