SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
tutorial detection pytorch ssd object-detection object-recognition pytorch-tutorial single-shot-multibox-detector single-shot-detection
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- Python
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single-shot-detection
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Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
computer-vision deep-learning robotics detection pytorch artificial-intelligence manipulation 3d-reconstruction pose-estimation shape-reconstruction auto-encoder 3d-computer-vision single-shot-detection 6dof-pose 6d-pose-estimation single-shot-reconstruction
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- Jupyter Notebook
Learning Rich Features at High-Speed for Single-Shot Object Detection, ICCV, 2019
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- Python
Optical character recognition for Chinese subtitles using SSD and CNN
ocr tensorflow keras ml cnn ssd machinelearning convolutional-neural-networks optical-character-recognition single-shot-multibox-detector tensorflow-object-detection-api single-shot-detection
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- Python
[EXPERIMENTAL] Facebook-like automatic alternative (alt) text for images using object detection with pre-trained model.
opencv php7 php-library object-detection php-opencv deep-neural-network single-shot-detection autotext made-in-nepal
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- PHP
Single Shot Multibox Detector on Caltech pedestrian dataset
caffe deep-learning ssd caltech-pedestrian-dataset pedestrian-detection single-shot-multibox-detector single-shot-detection
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- C++
Object detection and classification
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Business intelligent tool that extracts customer shopping patterns from surveillance video footage
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- Jupyter Notebook
Real time Object detection: object detection system to enhance pedestrian safety and assist visually impaired individuals in navigating urban environments through real-time obstacle detection and alerts.
deep-neural-networks localization detection pytorch classification object-detection opencv-python flask-server bounding-boxes caffemodel flask-restful classification-algorithm aws-boto3 object-detection-pipelines pythonanywhere single-shot-multibox-detector single-shot-detection pointwise-convolution detection-mobilenet-cv
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- HTML
Standard RetinaNet implemented with Pure PyTorch (Work in progress)
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- Python
Control your mouse pointer with natural hand gestures trained on Single Shot Detectors
opencv deep-neural-networks deep-learning human-activity-recognition gesture-recognition hand-gesture-recognition single-shot-detection hand-gesture-based-pc-operations object-detection-api mobile-nets hand-gesture-mouse-controller
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- Python
photonet
artificial-intelligence face-recognition social-profiles biometric-authentication single-shot-detection face-search
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- Python
This project focuses on a 2021 research paper on target detection in SAR images based on semi-supervised learning and attention mechanism.
pytorch semi-supervised-learning convolutional-neural-networks sar attention-mechanism target-detection synthetic-aperture-radar non-maximum-suppression single-shot-detection
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- Jupyter Notebook
🔭 A TensorFlow-Lite powered tracking rover.
raspberry-pi tracking computer-vision camera tensorflow pid-control motor-driver servos tracking-by-detection single-shot-detection tensorflow-lite
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- Python
Implemented SSD model to differentiate the front and rear views of the vehicles in images or video streams.
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- Python
A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.
python computer-vision deep-learning fast-rcnn object-detection ground-truth bounding-boxes fastrcnn rcnn multibox single-shot-multibox-detector single-shot-detection anchor-box rcnn-model multi-box single-shot-detector anchor-boxes multibox-detector positive-ground-truth-bounding-boxes
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- Jupyter Notebook
Convex Shape Recovery Program for Single-Shot X-ray Tomography
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- MATLAB
In this project I have implemented Object Detection using a single shot detector. The tricky part was the objects were densely populated as the images were of a retail store.
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- Python
Python project for home security
python raspberry-pi signal-processing artificial-intelligence human-detection home-security single-shot-detection alarm-detection
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- Python
Real-Time Object Detection with Single Shot MultiBox Detector (SSD)
python opencv data-science machine-learning tensorflow numpy detection single-shot-multibox-detector single-shot-detection data-science-projects
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- Python
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