simple-faster-rcnn-pytorch VS mobilenets-ssd-pytorch

Compare simple-faster-rcnn-pytorch vs mobilenets-ssd-pytorch and see what are their differences.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper (by chenyuntc)
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simple-faster-rcnn-pytorch mobilenets-ssd-pytorch
1 1
3,891 92
- -
0.0 1.8
almost 3 years ago about 2 years ago
Jupyter Notebook Jupyter Notebook
GNU General Public License v3.0 or later -
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simple-faster-rcnn-pytorch

Posts with mentions or reviews of simple-faster-rcnn-pytorch. We have used some of these posts to build our list of alternatives and similar projects.
  • ISO Easy to Modify and Use Faster RCNN PyTorch Implementation
    1 project | /r/computervision | 25 Feb 2021
    Hi all, as the title suggests I'm looking for a GitHub repo where I can edit a Faster RCNN implementation rather easily. I'm basically looking to test an idea where I have multiple branches with feature map and bounding boxes as inputs. I've modified the built-in torchvision implementation once before, but I think it's a little more complicated than I like, and I'd rather not release the entire torchvision package as part of my own work in the future. I have looked briefly into this repo https://github.com/chenyuntc/simple-faster-rcnn-pytorch/blob/master/trainer.py but it only supports a batch size of 1, and I'm not sure what it'd take to expand that capability. Is there anything better out there?

mobilenets-ssd-pytorch

Posts with mentions or reviews of mobilenets-ssd-pytorch. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing simple-faster-rcnn-pytorch and mobilenets-ssd-pytorch you can also consider the following projects:

Yet-Another-EfficientDet-Pytorch - The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

coral-pi-rest-server - Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning - My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.

TFLiteDetection - TensorFlow Lite Object Detection Python Implementation

automl - Google Brain AutoML

YOLOv6 - YOLOv6: a single-stage object detection framework dedicated to industrial applications.

OwnPhotos - Self hosted alternative to Google Photos

yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0

opencv - Experimenting using Machine Vision OpenCV and Python to create software suitable for driving a Golf launch monitor similar to technology like SkyTrak, GC2 and GC Quad