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| No. | Authors | Advantages | Disadvantages |
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| 1 | Kadir et al. [32] | Utilized probabilistic neural network with picture and information preparing procedures to execute broadly useful robotized leaf recognition for plant categorization | Need further improvement |
| 2 | Galappathie et al. [6] | Leaf pictures utilizing a shape-coordinating method | Need to consolidate distinctive elements (for example, texture or shading highlights) |
| 3 | Hossain and Amin [28] | A productive categorization system for leaf pictures with entangled backgrounds is proposed | Requires more concentration on the most proficient method to characterize and process the leaf picture many-sided quality and join level set strategy with the watershed procedure to enhance the division impact of leaf pictures with the confounded background |
| 4 | Wang et al. [7] | Introduced another arrangement of minute invariants for revolution and interpretation | Need robust solutions |
| 5 | Fu et al. [11] | Displayed a straightforward and computationally effective technique for plant species acknowledgment utilizing leaf pictures | It required client help in the pre-preparing stage and failed to work with pictures with entangled backgrounds |
| 6 | Lü et al. [16] | Revealed consequences of analyses in enhancing the execution of leaf identification framework utilizing principal component analysis | Possibly utilizing some other strategy may acquire much better execution |
| 7 | Bhardwaj and Kaur [20] | The capacity to characterize and perceive the plant from a little piece of the leaf without depending neither on the state of the leaf nor on its shading highlights since the framework relies upon the textural highlights | Need to apply statistical pattern acknowledgment techniques which contemplate commotion |
| 8 | Gu et al. [13] | Given knowledge on how examining topographic examples may add to an enhanced comprehension of fluctuation in genetic structure | Notwithstanding a set of hypotheses about how versatile genetic structure may fluctuate over space and along natural slopes, tests have tended to concentrate on basic and controlled cases to test the speculations |
| 9 | Cassidy [22] | Recognizing the protection advantages and expenses of the diverse creation frameworks for MAP should help direct approaches | There is a need to perceive and reinforce the part of nearby individuals in woods stock, check and affect evaluation forms, and coordinate non-timber items utilized in backwoods administration. Additionally, there is a requirement for the usage of administration design and the need for eco-labeling and certification |
| 10 | Kulkarni et al. [33] | This means a rundown of therapeutic plants | Need further pharmacological studies |
| 11 | Hou [24] | Investigated the possibility of a natural scene related to an individual view of the scene as a wellspring of material medicine | Ought much consideration to be paid to the root of the information of plant use, as it might assume an urgent part in the ID of the plant and may comprehend the view of a natural scene in specific areas and the populace, all in all too |
| 12 | Kaya et al. [17] | Suggested a unique system for perceiving and distinguishing plants utilizing shape, vein, shading, and texture elements joined with Zernike developments | A negative part of Zernike minutes is their expensive computation, making them incompetent for a few issues |
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