Real Time Object Detection Api Using Tensorflow
A Transfer Learning based Object Detection API that detects all objects in an image, video or live webcam. An SSD model and a Faster R-CNN model was pretrained on Mobile net coco dataset along with a label map in Tensorflow. This model were used to detect objects captured in an image, video or real time webcam. Open CV was used for streaming objects and preprocessing.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Ssd Tensorflow | 4,049 | 3 years ago | 298 | Jupyter Notebook | ||||||
| Single Shot MultiBox Detector in TensorFlow | ||||||||||
| Handtracking | 1,473 | 3 years ago | 15 | mit | Python | |||||
| Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow | ||||||||||
| Tf Lite Unity Sample | 780 | 3 months ago | 3 | C# | ||||||
| TensorFlow Lite Samples on Unity | ||||||||||
| Tensorflow Face Detection | 683 | 4 years ago | 19 | apache-2.0 | Python | |||||
| A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset. | ||||||||||
| Rectlabel Support | 477 | 3 months ago | 9 | Python | ||||||
| RectLabel is an offline image annotation tool for object detection and segmentation. | ||||||||||
| Ssd_tensorflow_traffic_sign_detection | 475 | 2 years ago | 32 | mit | Python | |||||
| Implementation of Single Shot MultiBox Detector in TensorFlow, to detect and classify traffic signs | ||||||||||
| Deeplogo | 458 | 2 years ago | 32 | mit | Python | |||||
| A brand logo detection system using tensorflow object detection API. | ||||||||||
| Mobilenetv2 Ssdlite | 412 | 6 years ago | 54 | mit | Python | |||||
| Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow. | ||||||||||
| Supervisely Tutorials | 376 | 6 years ago | 23 | mit | Jupyter Notebook | |||||
| 🌈 Tutorials for Supervise.ly | ||||||||||
| Ssd.tensorflow | 311 | 5 years ago | 25 | apache-2.0 | Python | |||||
| State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow, QQ Group: 758790869 | ||||||||||
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Python
Jupyter Notebook
Deep Learning
Machine Learning
Tensorflow
Artificial Intelligence
Computer Vision
Convolutional Neural Networks
Opencv
Keras
Object Detection
Webcam
Ssd
Faster Rcnn