Comments (2)
@gwestner94
In short words, the longer side affects the selection of RF size (the RF needs to cover the object), the shorter side determine the RF stride (make sure the object will be hit by at least one RF center).
In pedestrian detection, the aspect ratio may become larger, like 1:3 or 1:5. Besides, pedestrians are always occluded, this means we have to detect full body and half body. To make it right, larger context information is necessary. So, we need different strategy to match RF size and object scale.
We will release our model recently. By the way, how to match RF size and object scale is an open problem.
from lffd-a-light-and-fast-face-detector-for-edge-devices.
@gwestner94 We have released our first try of pedestrian detection on Caltech. You can check it. Hope it will help you.
from lffd-a-light-and-fast-face-detector-for-edge-devices.
Related Issues (20)
- 头部侦测问题 HOT 13
- Four point detection HOT 4
- 头部检测问题 HOT 6
- Nan loss while training face detection model on custom dataset HOT 2
- How to run inside Nvidia Deepstream?
- face detection model failed in the CPU environment HOT 3
- Error in face detection code while testing over WIDER_val dataset
- Error in validation over WIDER_val
- Difference on accuracy between your results and my reproduction HOT 4
- LFFD使用给的pytorch模型无法测试出论文的wider结果
- Please update the repo for Vehicle Detection HOT 6
- 人脸检测结果不符合预期
- 请问运行效率fps是在什么数据集上得到的
- Not realtime when run face_detection program on GPU
- Detecting Tiny Faces HOT 3
- face_detect-python-opencv-dnn
- Basketball tracking and Intel Movidius Myriad X support
- Cuda 10.2+TensorRT 7.0.0.1, Inference issue, ValueError: could not broadcast input array from shape (3,4,3) into shape (3,4,1)
- Slowly when run 2 cameras on 1 machine
- AttributeError: module 'mxnet' has no attribute 'module'
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from lffd-a-light-and-fast-face-detector-for-edge-devices.