AI Video Analysis Solution Development

Emotions Tracking Project (Video & Images)

This AI-based emotions tracking solution is for tracking the emotions of the user while video recording. With this AI solution, the emotions are tracked in terms of Sad, Angry, Happy, etc. Observing the user’s body language, voice tone, hand motions, and other gestures. This helps make improvements after capturing the futurist index most accurately. About an emotional tracking project.

• Tracking emotions using Keras and Opencv.
• Applying pre-defined haarcascade for classification.
• Classification into different category (like happy, sad, anger etc.)
• Apply opencv to detect face and predict emotions.

NLP for Text Extraction

This NLP and Machine Learning based project is AI-enabled solution to extract time, money, important keyword and sentence similarity from the text. It helps remove incorrect words using by applying data cleaning and data pre-processing. Applying different AI-enabled techniques for various texts.

• Applying tfidf and word2vec method.
• Creating vector for text data.
• Extracting date from Date_time function.
• Extract important words using genism method.
• Apply normalization technique using TfidfVectorizer method.
• Removing incorrect words using nltk.

AI Cancer Prediction

We are currently working on an AI cancer prediction project for our prestigious client. Our team holds the required proficiency and expertise in designing and developing solutions that can offer a 96%-98% success rate for diagnosing cancer. Using ML codes and Neural networks from the data, we can help to predict a more stable and effective outcome for the cancer patients.

Interactive Voice Based Chatbot

Interactive Voice-based Chatbot offers personalized interface which eventually increases customer retention with loyalty. We carry hand on experience in developing and designing Voice-based Chatbot to radically transform customer services. Our focus is to develop virtual Chatbot utilizing AI and AR. Our voice-based conversational Chatbot provides precise answers to customer requests while offering immersive business transaction services.

AI-Based Recommendation

This AI-based project offer the user the best recommendation results based on the history. The personalized recommendations are offered to the targeted users after the analysis of the data. The focus is to increase average order value i.e., to up-sell and cross-sell customers by providing product suggestions. The search done at a particular time zone and category offers the approach of the user while searching about the product.

• Reading data set and sorting by course rating.
• Concatenate multiple field and store in single column.
• Finding the cosine similarity between words.
• Finding the indices and weight_rating of words.
• Apply tfidf vectorization to analyse word on the basis of ngrams(NLP).

AI Object Detection

AI with object detection is helpful in to fetch data for important data points. We have designed and developed AI solutions for different datasets to achieve higher accuracy on a variety of data samples. Custom Models like Human Ethnicity, Count Logo Brands, Car Type, Car Brand, Car Size, Human height, and many others can easily be detected.

• Using Deep Learning models to extract features.
• We train our own AI model using (CNN,OPENCV) for different datasets.
• Optimize the model to achieve higher accuracy on a variety of data samples.
• Input is fed into the trained model and result is fetched in output.
• Object Detection is more accurate for creating custom models any real based problem statements.