I will do Object Detection, Object Segmentation, Pose Detection, and Object Tracking which include:
- Dataset Preparation
- Model Architecture
- Model Configuration
- Model Training
- Model Tuning
- Deployment
- Documentation
Libraries and Frameworks I will use:
- Python
- Tensorflow
- Pytorch
- OpenCV
- Numpy
I have experience in:
- YOLOv5, YOLOV6, YOLOV7
- Faster RCNN
- SSD
Annotations Tools I'm confident with:
- Roboflow
- Labelme
- Labelimg
- V7
Annotation Formats:
- COCO / JSON
- Pascal VOC
- YOLO / Text file