ML- Video - Nagpur, India - Immverse Innovations Pvt. Ltd.

Description

Video GenerationModel Development:
Design and implementmachine learning models for video generation focusing on realismand creativity.
Specialize in thedevelopment of talking head generation models for natural andexpressive visualcontent.


DataProcessing andPreprocessing:
Collaborate withdata scientists to preprocess and curate large videodatasetsensuring diversity and quality for training andevaluation.
Implement dataaugmentation strategies for enhancing the realism andexpressiveness of talking headmodels.

Optimization andScalability:
Optimize video andtalking head generation models for efficiency scalability andrealtime processing.
Work closelywith infrastructure and DevOps teams to deploy models in productionenvironments.


Researchand Innovation:
Stay abreast ofthe latest developments in video generation talking headsynthesisand relatedfields.
Contribute to researchinitiatives experimenting with novel techniques to advance videoand talking head generationcapabilities.


ModelEvaluation and Testing:
Design andexecute comprehensive testing protocols to evaluate theperformancerealism and robustness of video and talking headgeneration models.
Analyze resultsand iterate on models to achieve continuousimprovement.

Requirements

Bachelors in Computer Science Machine Learning or a related fieldbut however if you are a great problem solver a drop out is alsowelcome.
Proven experience in developing machine learning models for videogeneration with a focus on talking headsynthesis.
Proficiency in machinelearning frameworks such as Tensor Flow orPyTorch.
Strong programmingskills in Python and familiarity with relevant libraries andtools.
Solid understanding ofcomputer vision deep learning and video processingtechniques.
Experience withlargescale video data processing annotation and talking headdatasets.
Strong problemsolvingskills and ability to work collaboratively in a teamenvironment.
This position is for the Nagpur office candidates willing torelocate to Nagpur may onlyapply.

Bachelor's in Computer Science, Machine Learning, or a relatedfield but however if you are a great problem solver, a drop out isalso welcome.

Proven experience in developing machine learningmodels for video generation, with a focus on talking headsynthesis. Proficiency in machine learning frameworks such asTensor Flow or PyTorch. Strong programming skills in Python andfamiliarity with relevant libraries and tools. Solid understandingof computer vision, deep learning, and video processing techniques.
Experience with large-scale video data processing, annotation, andtalking head datasets. Strong problem-solving skills and ability towork collaboratively in a team environment.