This is your work, valued

Germany, Munich

Aleksei Bochkovskii

Elite
@AlexeyAB

Alexey Bochkovskiy (Aleksei Bochkovskii)

scholar.google.com/citations?user=ljmswJ0AAAAJ

darknet. YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

22k

Yolo_mark. GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

1.8k

object_threadsafe. We make any object thread-safe and std::shared_mutex 10 times faster to achieve the speed of lock-free algorithms on >85% reads

521

yolo2_light. Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

305

yolo-windows. a yolo windows version(for object detection)

71

PyTorch_YOLOv4. PyTorch implementation of YOLOv4

16

yolor. implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

15

ScaledYOLOv4. Pytorch - Scaled-YOLOv4: Scaling Cross Stage Partial Network

15

keras-yolo3. A Keras implementation of YOLOv3 (Tensorflow backend)

14

SPVT-Transformer.

13

deepstream-plugins. Sample plugins for Deepstream for Tesla & Jetson

11

Complex-YOLOv4-Pytorch. The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

10

MiDaS. Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, arXiv:1907.01341"

8

Tracking-with-darkflow. Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

7

Darknet-On-OpenCL. Darknet On OpenCL

5

Dijkstra. Find the shortest path using Dijkstra algorithm (Crossplatform: Qt4.8.4 + OpenGL)

5

TensorRT. TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

4

sod. An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IOT Capable)

4

Yet-Another-YOLOv4-Pytorch. YOLOv4 Pytorch implementation with all freebies and specials and 15+ more exclusive improvements. Easy to use!

4

Client-Server-Viewer. Simple example of the Client-Server Viewer for large files with (Boost.Asio and MFC)

4

YoloV2NCS. This project shows how to run tiny yolo v2 with movidius stick.

3

yolov4-triton-tensorrt. This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server

3

netron. Visualizer for deep learning and machine learning models

3

ImageNetModel. Official ImageNet Model repository

3

ton. C++

3

TensorFlowModels. Model Reconstruction Team for TensorFlow 2.x Model Garden

2

sort-cpp. C++ port of Simple online and realtime tracking(SORT)

2

NNplusplus. A small and easy to use neural net implementation for C++. Just download and #include!

2

DaSiamRPN. [ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking

2

DPT. Dense Prediction Transformers

2

lambda-networks. Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

2

conv_arithmetic. A technical report on convolution arithmetic in the context of deep learning

2

cpp_find_order. C++ template optimization - for finding rows by using Full Table Scan (or as part of Range Index Scan in strategy Index Only Scan)

2

gen-efficientnet-pytorch. Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

2

SPVT.

2

Object-Detection-Metrics. Most popular metrics used to evaluate object detection algorithms

2

public-apis. A collective list of free APIs for use in software and web development.

1

HRNet-Image-Classification. Train the HRNet model on ImageNet

1

dockerfiles. Dockerfile

1

bts. From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation

1

tensorflow-tools. Python Scripts for working with Tensorflow

1

DSMNet. Domain-invariant Stereo Matching Networks

1

pytorch-image-models. PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

1

pypylon. The official python wrapper for the pylon Camera Software Suite

1

HIP. HIP : Convert CUDA to Portable C++ Code

1

openpilot. open source driving agent

1

TopDeepLearning. A list of popular github projects related to deep learning

1

Port_Mapping. Source code for examples how to write simple port mapping with Boost.Asio (Crossplatform: Win, Linux, Unix)

1

cgicc. cgicc 3.2.10, cmakified.

1

dldt. Deep Learning Deployment Toolkit

1

transformer-xl. Python

1

ncsdk. Software Development Kit for the Neural Compute Stick

1