MIT’s RoboGrocery uses a camera, motor feedback and soft tactile sensors to judge each item as it arrives. It sends sturdier groceries into the packing bin first, holds delicate ones in a buffer, then places them on top. The system is a research prototype, not a robot currently available to buy.
How does RoboGrocery pack groceries without crushing chips?
RoboGrocery, developed by researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL), handles a continuous stream of grocery items without assuming in advance what each object is. For each item, it estimates whether the object is delicate and chooses when and where to pack it.
- It observes the item. An RGB-D camera estimates its color, depth, size and position as it moves along the conveyor.
- It senses the grasp. Motor-based feedback and soft tactile sensors help the gripper assess pressure and deformation while picking up the object.
- It assigns a delicacy score. The system uses its measurements to decide whether the item can go straight into the bin or should wait.
- It packs in a safer order. Sturdier items go in first. Delicate items wait in a buffer and are placed on top after the heavier groceries, reducing the chance that they will be crushed.
The key idea is that packing order is part of the solution: the robot does not need to keep every delicate item out of the bin, only to delay it until heavier groceries are in place. MIT’s July 11, 2024 report describes the system as making immediate decisions about items arriving on a conveyor.
Can a robot tell which groceries are fragile?
RoboGrocery estimates delicacy from sensing rather than relying on a fixed assumption about the next object. MIT’s reported delicate test items included bread, clementines, grapes, kale, muffins, chips and crackers. Examples classified as non-delicate included soup cans, ground coffee, chewing gum, cheese blocks, prepared meal boxes, ice-cream containers and baking soda.
Quick wins for a faster PC:
Clear out junk files and repair common Windows errorsFree Scan →Fix the driver behind crashes, sound loss and screen glitchesFind Drivers →#1 Best Overall
- ✅【 Stair Climbing Wheels 】Equipped with 6 rotating back wheels, this shopping cart makes climbing stairs with heavy loads so much easier. Put less strain on your back and arms. Together with 2 large front wheels, effortlessly push this shopping cart through uneven sidewalks, rough terrains, climb staircases, and even through stone roads. The swivel front wheels allows you to change direction easily without lifting the cart to reposition.
- ✅【 Extra Large & Lightweight 】This extra large shopping cart is perfect for groceries, laundry, shopping, shipping packages and much more. Dimensions of the larger basket: 16-3/4” Width, 15-1/4” Depth, and 23-1/2” Height. Dimensions of the smaller basket: 16-3/4” Width, 5” Depth, and 9-3/4” Height. Weighing at only 18 lbs, this shopping cart is able to transport all of your goods with ease, and able to be put away effortlessly.
- ✅【 Heavy Duty with Extra Loading Capacity 】Made of ultra durable stainless steel construction, this utility cart is able to support 100 lbs of weight without sacrificing maneuverability. The steel frame is rust-proof, scratch resistant, thick & sturdy. Also included is the water-proof black liner to protect the privacy of your contents and prevent items from falling through.
- ✅【 Space Saving Design & Easy Assembly 】This shopping cart is collapsible to save space when it is not needed. Just a little over 9” when folded, you can easily store the cart in your car, under the dresser, in the storage closet, etc. Effortlessly assemble in 10 minutes, this grocery cart is ready to go for all your transporting needs.
- ✅【 Purchase with Confidence 】Our mission at Our Modern Space is to provide high quality products at an exceptional price! For any reason if you're not completely satisfied or if you have any issues with the product, please let us know and we will be happy to help!
These examples show the range of items used in the test; they do not establish that the robot can identify every grocery correctly. MIT describes the current delicacy heuristic as somewhat crude and says it could be improved with more advanced sensing and better grippers. A score-based decision is not the same as a guarantee that fragile packaging will never be damaged.
What sensors does MIT’s grocery-packing robot use?
| Component | What it contributes |
|---|---|
| RGB-D camera | Estimates color, depth, size and position before grasping. |
| Motor-based proprioception | Provides feedback about the gripper’s movement and interaction with an object. |
| Soft tactile sensors | Help measure pressure and deformation during handling. |
| Delicacy-scoring algorithm | Combines the available signals to decide whether to pack an item immediately or buffer it. |
Vision helps the robot assess an item before contact, while motor feedback and tactile sensing provide information during the grasp. That combination matters because appearance alone does not reveal how an object responds to pressure. MIT’s 2024 paper describes real-time grocery packing using integrated vision and tactile sensing; a 2022 MIT EECS thesis by Jeana Choi, advised by Daniela Rus, documents related work on estimating physical properties of unknown objects and packing items with varied shape, size and stiffness.
Rank #2
- ✅【 Lightweight & Portable 】This shopping cart is the perfect size for light shopping, groceries, laundry, shipping packages and much more. Dimensions of the basket: 13” Width, 12.5” Depth, and 18” Height. Weighing at only 8 lbs, this shopping cart is extremely portable and able to transport all of your goods with ease.
- ✅【 Heavy Duty 】Made of durable stainless steel construction, this utility cart is able to support 60 lbs of weight without sacrificing maneuverability. The steel frame is rust-proof, scratch resistant, thick & sturdy.
- ✅【 Space Saving Design & Easy Assembly 】This shopping cart is collapsible to save space when it is not needed. Just a little over 5.5” when folded, you can easily store the cart in your car, under the dresser, in the storage closet, etc. Effortlessly assemble in 10 minutes, this grocery cart is ready to go for all your transporting needs.
- ✅【 Extra High Mobility 】Equipped with extra large 5.5” back wheels and 3” front wheels, you will be able to effortlessly push this shopping cart through uneven sidewalks, rough terrains, climb staircases, and even through stone roads. The swivel front weeks allows you to change direction easily without lifting the cart to reposition.
- ✅【 Purchase with Confidence 】Our mission at Our Modern Space is to provide high quality products at an exceptional price! For any reason if you're not completely satisfied or if you have any issues with the product, please let us know and we will be happy to help!
How accurate is the MIT grocery-packing robot?
In MIT CSAIL’s reported comparisons, RoboGrocery made nine times fewer damaging maneuvers than a sensorless baseline and 4.5 times fewer than a vision-only approach. In a separate description of the evaluation, the researchers tested 10 previously unseen grocery items in random order and repeated the process three times.
Those figures describe damaging maneuvers in the reported experimental comparisons; they are not a universal accuracy percentage, a guarantee of damage-free packing, or a retail-scale throughput result. The public summary does not provide a percentage of items packed successfully or a conveyor throughput figure, so neither should be inferred from the comparison ratios.
Outdated Drivers Are Slowing You Down
One free scan finds every outdated or missing driver and matches the right update for your exact hardware.Free scan · exact hardware matchPC Slower Than It Used to Be?
A free scan shows the junk files, broken settings and background clutter dragging Windows down - then fixes them in one click.Free scan · Windows 10 & 11Rank #3
- ✅【 Extra Large & Lightweight 】This extra large shopping cart is perfect for groceries, laundry, shopping, shipping packages and much more. Please note that this item is LARGE, and due to it's larger size, it will be slightly heavier. ✅【 Dimensions of the Larger Basket 】16-3/4” Width, 15-1/4” Depth, and 23-1/2” Height. ✅【 Dimensions of the Smaller Basket 】16-3/4” Width, 5” Depth, and 9-3/4” Height. Weighing18 lbs, this shopping cart is able to transport all of your goods with ease, and able to be put away effortlessly.
- ✅【 Heavy Duty with Extra Loading Capacity 】Made of ultra durable stainless steel construction, this utility cart is able to support 100 lbs of weight without sacrificing maneuverability. The steel frame is rust-proof, scratch resistant, thick & sturdy. Also included is the water-proof black liner to protect the privacy of your contents and prevent items from falling through.
- ✅【 Space Saving Design & Easy Assembly 】This shopping cart is collapsible to save space when it is not needed. Just a little over 9” when folded, you can easily store the cart in your car, under the dresser, in the storage closet, etc. Effortlessly assemble in 10 minutes, this grocery cart is ready to go for all your transporting needs.
- ✅【 Extra High Mobility 】Equipped with extra large 7-1/2” back wheels and 4-1/4”front wheels, you will be able to effortlessly push this shopping cart through uneven sidewalks, rough terrains, and even through stone roads. The swivel front wheels allows you to change direction easily without lifting the cart to reposition.
- ✅【 Purchase with Confidence 】Our mission at Our Modern Space is to provide high quality products at an exceptional price! For any reason if you're not completely satisfied or if you have any issues with the product, please let us know and we will be happy to help!
Is RoboGrocery available to buy?
No. MIT described RoboGrocery as being in the research phase. The available MIT material does not identify a consumer product, retail model, commercial partner or purchase path, so it should not be described as a grocery-store appliance currently for sale.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.What is the research context?
The system builds on research into soft grasping and sensing unknown objects. In earlier MIT work, the Magic Ball gripper was reported to handle objects ranging from wine bottles to broccoli, grapes and eggs, and to grasp objects up to 70 percent of its diameter. That provides background on the lab’s soft-gripper work; it is not a performance specification for RoboGrocery.
Rank #4
- ✅【 Stair Climbing Wheels 】Equipped with 6 rotating back wheels, this shopping cart makes climbing stairs with heavy loads so much easier. Put less strain on your back and arms. Together with 2 large front wheels, effortlessly push this shopping cart through uneven sidewalks, rough terrains, climb staircases, and even through stone roads. The swivel front wheels allows you to change direction easily without lifting the cart to reposition.
- ✅【 Extra Large & Lightweight 】This extra large shopping cart is perfect for groceries, laundry, shopping, shipping packages and much more. Dimensions of the larger basket: 17-3/4” Width, 15-3/4” Depth, and 23-3/4” Height. Dimensions of the smaller basket: 17-3/4” Width, 6” Depth, and 8-1/2” Height. Weighing at only 18 lbs, this shopping cart is able to transport all of your goods with ease, and able to be put away effortlessly.
- ✅【 Heavy Duty with Extra Loading Capacity 】Made of ultra durable stainless steel construction, this utility cart is able to support 100 lbs of weight without sacrificing maneuverability. The steel frame is rust-proof, scratch resistant, thick & sturdy. Also included is the water-proof black liner to protect the privacy of your contents and prevent items from falling through.
- ✅【 Space Saving Design & Easy Assembly 】This shopping cart is collapsible to save space when it is not needed. Just a little over 9” when folded, you can easily store the cart in your car, under the dresser, in the storage closet, etc. Effortlessly assemble in 10 minutes, this grocery cart is ready to go for all your transporting needs.
- ✅【 Purchase with Confidence 】Our mission at Lifetime Home is to provide high quality products at an exceptional price! For any reason if you're not completely satisfied or if you have any issues with the product, please let us know and we will be happy to help!
RoboGrocery’s broader goal is to combine compliant handling with decisions about packing order. As Cecilia Laschi, Provost’s Chair Professor of robotics at the National University of Singapore, noted in MIT’s report, soft grippers paired with sensing and control can help address the problem of packing unknown objects. Whether this approach can meet the speed, reliability and cost demands of commercial grocery operations remains unestablished by the reported prototype tests.
Quick Recap
Best Value
- FOLDING SHOPPING CART is compact enough to easily fit into the back of a car, or on public transportation. Easily rolls across most surfaces with a extra tight grip handle that will allow it to be effortlessly carried up steps
- SHOPPING TROLLEY CART WITH WHEELS is durable and lightweight weighing only 7.5 pounds but able to hold up to 90 pounds. Perfect to use as a grocery cart, laundry cart, art supply organizer or cleaning supplies organizer making it functional and efficient
- CART WITH WHEELS is easy to assemble. It's compact and folds flat for easy storage and includes a convenient carrying case
- UTILITY CART IS durable and maneuvers easily with 6 inch wheels in rear and 3 inch wheels in front. The textured hand grip allows for a no slip surface making it both ergonomic and easy to carry while climbing stairs or going over curbs
- ROLLING UTILITY CART PRODUCT SPECS: Overall rolling cart size is 15 x 17 X 36 inches. Actual storage basket area is 12 x 10 x 20 inches
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
Free tools Windows power users keep installed
One-click scans. No signup required.
