![]() This is a key change: by not directly optimizing for the benchmark, we show that it becomes much more representative: our system closes this “robustness gap” by up to 75% while matching the performance of the original ResNet-50 on ImageNet zero-shot without using any of the original 1.28M labeled examples.ĬLIP ( Contrastive Language–Image Pre-training) builds on a large body of work on zero-shot transfer, natural language supervision, and multimodal learning. By design, the network can be instructed in natural language to perform a great variety of classification benchmarks, without directly optimizing for the benchmark’s performance, similar to the “ zero-shot” capabilities of GPT-2 and GPT-3. We present a neural network that aims to address these problems: it is trained on a wide variety of images with a wide variety of natural language supervision that’s abundantly available on the internet. Unless otherwise agreed with your Assigned Store, disposal of packaging is your responsibility.Although deep learning has revolutionized computer vision, current approaches have several major problems: typical vision datasets are labor intensive and costly to create while teaching only a narrow set of visual concepts standard vision models are good at one task and one task only, and require significant effort to adapt to a new task and models that perform well on benchmarks have disappointingly poor performance on stress tests, casting doubt on the entire deep learning approach to computer vision. Items labelled RTA (ready to assemble) will require self assembly. Once you have inspected your goods and have signed their acceptance on the delivery copy noting any damage, you agree that the delivery copy is then evidence of the condition of the goods as at the time of delivery. Any damage detected should be immediately reported to the carrier and your Assigned Store and noted on the delivery copy. On delivery, inspect your goods carefully. If reasonable access is unavailable or you are not at delivery address at the agreed delivery time you will be charged for any subsequent delivery. Office Choice and your Assigned Store agree to deliver goods to you on the understanding reasonable access is available. Please be aware of this when placing your order. Keep in mind however that any delivery times quoted are indicative only and Office Choice and your Assigned Store will not be held liable for any delays. To get an indication of lead times you can contact your Assigned Store before or after you place your order. ![]() ![]() We are not able to quote delivery lead times on our website. If you require a special delivery, contact us to discuss your options. Due to the bulky nature of furniture, all furniture deliveries will be quoted once order received by the Assigned store. An additional fee may apply for deliveries outside the metropolitan areas of all capital cities/states due to the remote nature of the delivery location. ![]() All orders under $55.00 inc GST will incur a delivery fee of $9.95. And that includes the most important part of the process delivery.įree delivery for all orders over $55.00 incl. We’re here to make stationery and office supply easy. ![]()
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