# NVIDIA Deep Learning GPU Training System (DIGITS) Reviews **Vendor:** NVIDIA **Category:** [Artificial Neural Network Software](https://www.g2.com/categories/artificial-neural-network) **Average Rating:** 4.5/5.0 **Total Reviews:** 23 ## About NVIDIA Deep Learning GPU Training System (DIGITS) NVIDIA Deep Learning GPU Training System (DIGITS) deep learning for data science and research to quickly design deep neural network (DNN) for image classification and object detection tasks using real-time network behavior visualization. ## NVIDIA Deep Learning GPU Training System (DIGITS) Reviews ### 1. Learning is easy and fast with NVIDIA Deep learning GPU training System **Rating:** 5.0/5.0 stars **Reviewed by:** Dr. Jyoti M. | Post Graduate Teacher, Mid-Market (51-1000 emp.) **Reviewed Date:** April 14, 2022 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** The NVIDIA Deep learning GPU training System is super powerful to quickly train deep neural networks and is really precise. The best part is that it is interactive and comes at a great price. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** NVIDIA Deep learning GPU training System is only for those who are going to do a lot of work and for simply learning the concepts, you might not need it. It should have been less expensive. Le **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** A lot of problems from video classification to speech recognition and smart recognition systems which are heavily dependent upon lots of data can be solved with NVIDIA Deep learning GPU training System and the best part is its speed and accuracy. ### 2. The system is super powerful to train AI model **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Hardware | Small-Business (50 or fewer emp.) **Reviewed Date:** July 28, 2022 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** The system is fast and powerful, it delivers the result in a blasting fast way! Saved tons of time to debug and develope! **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** So far so perfect! Keep up good work and build an AI-powered future! **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** We build an AI model and use this to train our deep learning model. ### 3. NVIDIA Deep Learning GPU Training System (DIGITS) **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** April 29, 2022 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Monitoring Performance in real time, Machine learning **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** For beginers it is not much userful and actions need to be taken in that line **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Predictive Analytics and Log analytics which helped in productivity ### 4. Very good and highly recommended training system **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** September 20, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** I like the way it makes things easier to train neural networks and monitors the performance by being interactive. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** I just feel it might be a little complicated initially to setup for naive users (but once setup it might be very easy to maintain) though i have to try out myself. I am also skeptical about its scalability for larger data models or networks. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** I'm trying to solve a problem that is kind of similarity searching. We are trying to take the large unknown DNA sequences and try to compare them with the existing ones and align them using various methods and finally try to find the closest matching pattern to know which genome does the sequence belong to. ### 5. How useful is NVDIA Deep learning GPU! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Hardware | Small-Business (50 or fewer emp.) **Reviewed Date:** July 29, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** NVIDIA always gives the power for developers and data scientists to simplify many tasks in AI and ML fields. DIGITS is one such creation that helps developers to design and train more complex networks. The exciting thing is it is an open-source project. Really the main reason I liked DIGITS is that they built nice tooling around the data and the learning process so we could get the gist of your errors quickly and fix them as they arise. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** The only difficulty is writing the first and last layers of the network correctly so that DIGITS understands what to do with it. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Training Image recognition networks. It's very simple to set up simple CNNs using caffe, visualize them and see if they are training correctly. ### 6. Simply The Best **Rating:** 5.0/5.0 stars **Reviewed by:** Akshay N. | Cognitive Implementation Engineer ( Conversational AI ), Enterprise (> 1000 emp.) **Reviewed Date:** July 29, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** The NVIDIA Transfer Learning Toolkit (TLT) is the AI toolkit that abstracts away the AI/DL framework complexity and leverages high quality pre-trained models to enable you to build production quality models faster with only a fraction of data required. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Nothing as of now it is perfectly fine and the best GPU training system in the market **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** I am solving my data science and research problems to quickly design deep neural network (DNN) for image classification and object detection tasks using real-time network behavior visualization. ### 7. I find the NVIDIA GPUs are good for deep learning task, supported all related libraries. **Rating:** 4.5/5.0 stars **Reviewed by:** Parveen C. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 10, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** How it trains models using tenserflow and gives best visualisation of model architecture using tensor board. There are many more that I like about it **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** facing difficulties writing the first and last layer of network except that I like it all **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Classification of satellite data using transformer, U-Net. I am kind of experimenting which one will give me better results. ### 8. Nvidia GPU's are number 1 in market **Rating:** 4.5/5.0 stars **Reviewed by:** Sachin K. | Graphics software engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 26, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Nvidia is always good at GPU's, and recently, as a data center product Nvidia DGX2 has shown good performance numbers **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Probably the cost of maintaining the product is higher **Recommendations to others considering NVIDIA Deep Learning GPU Training System (DIGITS):** Yes, Nvidia cards are always good products for research fields **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** When compared to other products in the market, Nvidia's GPU's acceleration and performance are much higher in terms of AI image recognition training ### 9. It is a very immersive course, which introduce in a very well manner to the use of GPU systems **Rating:** 5.0/5.0 stars **Reviewed by:** Horacio R. | Full Professor and researcher, Mid-Market (51-1000 emp.) **Reviewed Date:** August 09, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** The way you are introduced to this technology and its use in DL-based solutions **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** I really enjoyed everything in this course **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** At the moment, I have been working with these systems to simulate large neural networks and compare their results with some bio-inspired models ### 10. Good Computing experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 18, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** DIGITS provides various frameworks to work on, like Torch. and its image classification It helps me in my multiple projects like training models and computing speed also very fast. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Nothing as such. But you can add more new features in segmentation techniques **Recommendations to others considering NVIDIA Deep Learning GPU Training System (DIGITS):** EASY TO USE AND AMAZING EXPERIENCE. everyone try it **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** I have solved my MIR project-related music genres. In that project, I have a massive dataset in millions. It computed this in very few hours. ### 11. Product Recommendation **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.) **Reviewed Date:** August 09, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** High GPU which is a great resource for an individual or for an organisation **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** As this product may be available for everyone at low cost **Recommendations to others considering NVIDIA Deep Learning GPU Training System (DIGITS):** Good product ,worth the price **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Training time of a model will be very less which is very useful, cores utilisation is an important factor to process the data ### 12. nvidia DIGITS review **Rating:** 5.0/5.0 stars **Reviewed by:** vignesh p. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 25, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** the course setup is great and the materials are amazing **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** nothing to dislike as the course is designed well **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** image classification ### 13. DIGITS is really fast to setup, help with managing data and training easily. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 31, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Support with TensorFlow, data scripts and ease of installation using a container is helpful. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** More deep learning framework support. I am developing in Pytorch as well, support with it would be an interesting feature. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** I work with image classification and detection, out of the box model works well, but optimisation can improve more. ### 14. Nice GPU system **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 15, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Image classification technique, object detection technique and segmentation. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Not any disadvantagebut you can add more deep learning model such as data augumentation technique. **Recommendations to others considering NVIDIA Deep Learning GPU Training System (DIGITS):** Use this n your latest project implementation **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Healthcare problems like covid-19, pneumonia.. Easy to use and fast training.. ### 15. Nvidia!!!!!! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Can be used to rapidly train the highly accurate deep neural network (DNNs) for image classification, segmentation and object detection tasks. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** I can not think of anything that I dislike **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Medical data analysis; hyperparameter optimization got much shorter! ### 16. DIGITS Review - by Aditya Gulati (Good Demo by NVIDIA people) **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Semiconductors | Small-Business (50 or fewer emp.) **Reviewed Date:** August 19, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Easy to use, Versatile tool, good visualization, high throughput **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Lack of extensive demos/tutorials. Nothing more to dislike as such **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** I tried to solve few explainable AI problems, and prognostic health management on turbofan engines ### 17. It is a little complicated to setup the system with custom dataset. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** September 01, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** I like the pre-built and GPU optimized libraries. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Overhead to convert the custom dataset to work with NVIDIA ecosystem. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Working traffic sign detection from street view images. ### 18. DIGITS review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Defense & Space | Enterprise (> 1000 emp.) **Reviewed Date:** September 14, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Easy training of Computer Vision models. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** No easy training of yolov4 and derivatives **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** No long setup of training system ### 19. Digits experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 27, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Easy to use interactive interface. Ready to use NN arthitectures. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Installation could be easier for the end user. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Speech recognition, image recognition. ### 20. A good training system **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 28, 2021 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Easy to understand and follow. High performance in parallel computing. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Need more visuals and provide more examples to learners. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** really beneficial for computer vision and AI ### 21. digging deep into Nvidia sytems **Rating:** 3.0/5.0 stars **Reviewed by:** Robert G. | Commercial Producer, Editor, Videographer, GFX artist, Promotions Producer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 24, 2018 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** what I like best it that you can interactively train models using Tensorflow which is helpful , I can mangage data easily. overall a great product **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** i really don't have any dislikes, i just started using the program **Recommendations to others considering NVIDIA Deep Learning GPU Training System (DIGITS):** I recommend a better user friendly interface , but we just started the program so we will see if it will work for us in the longrun **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** biggest plus factors compared to a GPU is that we have a fully standalone chip that does not need to have a CPU with our main system memory attached to it ### 22. Good for beginners **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 15, 2018 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Ability to see how the networks train in real time. Inference, with visualization of each feature map and layer response. Easy generation of datasets and models. **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Poor documentation. Difficulty to add new layers. Only works in 2D. Difficult to install. **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Medical image analysis problems, mostly segmentation. The learning curve is quite easy. ### 23. Great product **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.) **Reviewed Date:** April 24, 2018 **What do you like best about NVIDIA Deep Learning GPU Training System (DIGITS)?** Works seemlessly with our training interface and the programming made for ease for the software team **What do you dislike about NVIDIA Deep Learning GPU Training System (DIGITS)?** Nothing really from a programing standpoint and its just easy **Recommendations to others considering NVIDIA Deep Learning GPU Training System (DIGITS):** Nope **What problems is NVIDIA Deep Learning GPU Training System (DIGITS) solving and how is that benefiting you?** Training systems that work. The ease of use made our IT team work for faster deployment of training programs ## NVIDIA Deep Learning GPU Training System (DIGITS) Discussions - [What is NVIDIA Deep Learning GPU Training System (DIGITS) used for?](https://www.g2.com/discussions/what-is-nvidia-deep-learning-gpu-training-system-digits-used-for) - [Why this survey came to me?](https://www.g2.com/discussions/why-this-survey-came-to-me) - 1 upvote - [What are all the other ways I can utilise this GPU](https://www.g2.com/discussions/what-are-all-the-other-ways-i-can-utilise-this-gpu) - 1 upvote - [View NVIDIA Deep Learning GPU Training System (DIGITS) pricing details and edition comparison](https://www.g2.com/products/nvidia-deep-learning-gpu-training-system-digits/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-30+02%3A27%3A45+-0500&secure%5Bsession_id%5D=91198db2-b6cb-46fd-85d0-576757297daf&secure%5Btoken%5D=7400e19b6cd6189e415b224c28dd2955bff6d39fa4ccb317cd86c52955199fa8&format=llm_user) ## NVIDIA Deep Learning GPU Training System (DIGITS) Features **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection **Core Functionality - Artificial Neural Network** - Neural Network Training - Neural Network Testing - Model Evaluation - Compliance **Agentic AI - AWS Marketplace** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration **Facial Recognition** - Facial Analysis - Face Comparison **Data Handling - Artificial Neural Network** - Data Integration - Data Preprocessing **Labeling** - Model Training - Bounding Boxes - Custom Image Detection **Performance - Artificial Neural Network** - Model Optimization - Scalability **Deployment** - Integrations **Usability - Artificial Neural Network** - User Interface - Documentation & Support - Customizability **Advanced Features - Artificial Neural Network** - Deep Learning Capabilities - Transfer Learning - Real-Time Processing - Automated Model Tuning - Visualization Tools **Agentic AI - Artificial Neural Network** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top NVIDIA Deep Learning GPU Training System (DIGITS) Alternatives - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) - 4.6/5.0 (307 reviews) - [Keras](https://www.g2.com/products/keras/reviews) - 4.6/5.0 (64 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - 4.7/5.0 (146 reviews)