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postRead and Write Pascal Voc XML Annotations in Python
Create Pascal VOC format annotations using python code and read created xmls using python packages as xml or convert to dictionary or json objects.
articleHand Landmarks detection using Mediapipe in Python
Hand Landmark detection using mediapipe to get 21 landmarks for each hand, hand handedness and bbox coordinates with lower latency and high accuracy and process on images and videos.
postNamed Entity Recognition (NER) using fine-tuned Bert Model
Use a fine-tuned bert model from huggingface to process text and extract data from given text for four entities such as person, organization, location and misc entities
postObject Detection using Pretrained models from Tensorflow Detection Zoo
Object detection on images using pretrained models from tensorflow model zoo and draw results on output images.
postFace Detection using Mediapipe in Python
Face and basic landmarks detection using mediapipe models with efficiency and very good accuracy and draw on image or save detected faces using opencv in python.
postPerson Pose Landmarks detection using Mediapipe
Pose estimation using mediapipe in images and videos with person segmantation and draw landmarks on images or apply person segmentation using python
postRead and Write Videos using Opencv Python
Read video frome files, webcam or stream and process video using opencv python and finally write video back to a file using opencv writer.
postCreate Interactive Bar Charts using Plotly
Create interactive bar charts using plotly and customize behaviour to create grouped, stacked and single bar char charts and show data on interaction.
postCreate WordCloud from text using Python
Create wordcloud using python wordcloud library using both cli and python code and modify its behaviour using custom masks, stopwords and colors.